WO2016089514A1 - Improved security evaluation and user interface for application installation - Google Patents

Improved security evaluation and user interface for application installation Download PDF

Info

Publication number
WO2016089514A1
WO2016089514A1 PCT/US2015/058562 US2015058562W WO2016089514A1 WO 2016089514 A1 WO2016089514 A1 WO 2016089514A1 US 2015058562 W US2015058562 W US 2015058562W WO 2016089514 A1 WO2016089514 A1 WO 2016089514A1
Authority
WO
WIPO (PCT)
Prior art keywords
impact
application
security
sii
privacy
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/US2015/058562
Other languages
French (fr)
Inventor
Oleg Pogorelik
Alex NAYSHTUT
Tobias M. Kohlenberg
Jim S. Baca
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Intel Corp
Original Assignee
Intel Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Intel Corp filed Critical Intel Corp
Publication of WO2016089514A1 publication Critical patent/WO2016089514A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00Arrangements for software engineering
    • G06F8/60Software deployment
    • G06F8/61Installation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/57Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/64Protecting data integrity, e.g. using checksums, certificates or signatures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2141Access rights, e.g. capability lists, access control lists, access tables, access matrices

Definitions

  • the present disclosure relates to application installation on a device, and more particularly, to application installation with improved security/privacy evaluation and associated visual indication.
  • communication platforms generally have the capability to add new functionality by downloading applications (or "apps") from a provider such as an "app store” or other vendor.
  • applications are available for almost any purpose and, depending on the category, users may be able to choose an application from among a relatively large selection of offerings.
  • users differentiate between available applications for download or purchase based on criteria limited to feature set, price, usability and perhaps published ratings or reviews.
  • a user may be prompted with a list of technical details about the various possible device resources and operational systems that may be accessed by the application.
  • Experienced and security- aware users can decide if they want to continue with the installation based on this information. The more typical user, however, may be unable to adequately evaluate how an application impacts the security and privacy protections of their device.
  • the user might choose to install an application that requires excessive permissions and jeopardizes the security of the system, or alternatively, the user may be discouraged from installing an application that might actually be relatively safe.
  • Figure 1 illustrates a system diagram of an example embodiment consistent with the present disclosure
  • Figure 2 illustrates an impact scoring table consistent with one example embodiment of the present disclosure
  • Figures 3(a) and 3(b) illustrate visual indicators consistent with another example embodiment of the present disclosure
  • FIG. 4 illustrates a flowchart of operations of another example embodiment consistent with the present disclosure.
  • Figure 5 illustrates a system diagram of a platform of another example embodiment consistent with the present disclosure.
  • this disclosure provides systems, devices, methods and computer readable media for application installation with improved security/privacy evaluation and a user interface with an improved visual indicator of the evaluation.
  • the device may be configured to receive an application installation package that includes a list or manifest to indicate which, if any, device resources may be accessed by the application.
  • a table or database of weighted impact scores may be configured to indicate the relative impacts on security and/or privacy associated with each of one or more categories of accessed device resources. These device resources may include, for example, user accounts, passwords, network access, or location information.
  • the device may be further configured to calculate a security/privacy impact indicator for the package based on a sum of these impact scores as selected by the package manifest.
  • the impact indicator may be presented to the user in a visual format, for example through a graphical user interface and may allow the user to compare the impacts of multiple applications to select the least intrusive one.
  • FIG. 1 illustrates a top level system diagram 100 of one example embodiment consistent with the present disclosure.
  • a device or user platform 106 is shown, which may be configured to download application packages 104 from an application vendor 102.
  • the application vendor 102 may be, for example, an online store or "app store" which can be accessed over the internet through a network interface.
  • the device 106 may be a smart phone, smart tablet, personal digital assistant (PDA), mobile Internet device (MID), convertible tablet, notebook, laptop computer, workstation, desktop computer, wearable device or any other device configured to download and/or install application software.
  • PDA personal digital assistant
  • MID mobile Internet device
  • convertible tablet notebook, laptop computer, workstation, desktop computer, wearable device or any other device configured to download and/or install application software.
  • the device 106 is shown to include an application installation module 108, a security/privacy evaluation module 110, an impact scoring table (or database) 112, a visual indicator module 114 and a user interface (UI) module 116, the operations of which will be described in greater detail below.
  • an application installation module 108 a security/privacy evaluation module 110
  • an impact scoring table (or database) 112 a visual indicator module 114
  • a user interface (UI) module 116 the operations of which will be described in greater detail below.
  • the application installation module 108 may be configured to receive an application package for installation on the device and to perform the installation, after selection and confirmation by the user in light of the security/privacy evaluation described below.
  • the installation package may be configured to include a list or manifest of device resources that may be accessed by the application.
  • the list may be generated by the application developer, the vendor or a suitable third party (e.g., a certifying authority).
  • the list may be secured through techniques based on encryption, keys, digital signatures or the like to provide a suitable level of trust that the application will indeed be access restricted to the resources that are included on the list.
  • the device 106 may include memory to store an impact scoring table or database 112, configured to provide one or more security and/or privacy impact scores.
  • Each score may be associated with access to one of the device resources, as illustrated in Figure 2.
  • the scores may be normalized and/or weighted to indicate an impact that is relative to each other score. For example, the scores may be normalized to a range of 0.0 to 1.0 for convenience, where the higher values indicate greater impact. Thus an accessed resource with an impact score of 0.7 will have a relatively greater impact than another accessed resource with an impact score of 0.3.
  • the impact scoring table 112 may also be secured through techniques based on encryption, keys, digital signatures or the like to prevent malicious software from tampering with the impact scores (e.g., overwriting an entry with a low impact score such as zero).
  • the table 112 may be initialized with commonly applicable default scores that may be later overwritten by an authorized entity such as, for example, an IT manager, Administrator or remote service provider.
  • the security/privacy evaluation module 110 may be configured to calculate a security/privacy impact indicator (SPII) based on the package manifest and the impact scoring table 112.
  • SPII security/privacy impact indicator
  • the SPII may be calculated as a sum according to the following formula:
  • ImpactScore(i) represents each impact score from the scoring table 112, for which the manifest indicates that a corresponding device resource will be accessed.
  • the sum is further normalized by dividing by N, which may be the number of non- entries in the scoring table 112, and multiplying by a scale factor MaxSPII chosen to generate values of MaxSPII in a convenient or standardized range (e.g., 10).
  • an installation package manifest might specify that the application can access the following device resources: full network access, precise location information and address book.
  • the SPII would be calculated as:
  • SII security impact indicator
  • PII privacy impact indicator
  • the security/privacy evaluation module 110 may be configured to detect that the application to be installed is a security application (e.g., anti-virus, anti-malware, host intrusion prevention, firewall, etc.).
  • the application package may include a security attribute to indicate this characteristic.
  • the security/privacy evaluation module 1 10 may adjust the calculated impact indicators (SPII, SII and/or ⁇ ), to a lower impact (i.e., more secure) value.
  • an impact score associated with a security feature may have a negative value so that the resulting SPII summation is reduced.
  • the resulting SPII may be a negative value when the security benefits of the application outweigh the other impacts.
  • a negative SPII may be indicated to the user as a separate visual feature.
  • Visual indicator module 1 14 may be configured to generate and present a graphical visual indicator representing one or more of the calculated impact indicators (SPII, SII and/or PII), as will be explained in greater detail in connection with Figure 3 below.
  • a user interface (UI) module 1 16 may also be provided and configured to interface the visual indicator module 1 14 to a display element and/or input device (not shown).
  • the user may select one or more applications for installation based on the displayed information (SPII, SII and/or PII) and indicate these choices to the application installation module 108 through the input device.
  • Any suitable graphical visual indication may be used although it will be appreciated that a relatively easily understandable indicator can be advantageous. For example, a red color or a blinking image may enable a child to readily understand that installation of an application may be bad.
  • one or more of modules 108, 1 10, 1 12 may be implemented by the Application vendor 102, for example on a server associated with the Application vendor.
  • Figure 2 illustrates an impact scoring table 1 12 consistent with one example embodiment of the present disclosure.
  • the impact scoring table 1 12 may be configured to provide weighted impact scores 204 associated with an accessed resource 202 of the device.
  • the weighted impact scores 204 may be normalized to any convenient range of values, in this example 0.0- 1.0.
  • the weighted values may be chosen to indicate relative impact of one accessed resource to another.
  • the device resources listed in this figure, and the associated impact scores are examples presented for illustrative purposes and are not meant to imply actual score values or be limiting in any way.
  • the resources and associated scores may be set by the device manufacturer or provider, an IT administrator, the user or any other suitable entity.
  • the scores may be updated dynamically, for example based on a history of current or previously installed applications, to provide an aggregate assessment of security/privacy based on multiple applications.
  • the scores may also be set or updated based on a user's preference or tolerance for risk and/or the environment in which the device will be used (e.g., personal, business, mission critical, etc.).
  • Figures 3(a) and 3(b) illustrate visual indicators 300 consistent with another example embodiment of the present disclosure.
  • an example visual indicator 300a is shown as a dial ranging from lower impact scores on the left to higher impact scores on the right with an arrow pointing to the calculated SPII for the application currently under consideration.
  • the dial may be configured to vary in color shading, for example from green tones on the left to red tones on the right to provide the user with a relatively simple and fast visual cue.
  • the leftmost value (e.g., zero) may be reserved to indicate that the application to be installed is a security application.
  • FIG. 3(b) another example visual indicator 300b is shown in which the security impact indicator (57/) and privacy impact indicator (PII) are displayed as separate dials so the user may readily distinguish between security and privacy impacts.
  • PII privacy impact indicator
  • alternative applications may be presented to the user for installation consideration, in which case multiple dial indicators may be displayed, one for each application.
  • FIG. 4 illustrates a flowchart of operations 400 of another example embodiment consistent with the present disclosure.
  • the operations provide a method for application installation with improved security and/or privacy evaluation.
  • an application package is received for installation on a device.
  • the package includes a list of device resources to be accessed by the application.
  • a security impact indicator (SII) is calculated based on a sum of predefined security impact scores. Each of the security impact scores is associated with one of the device resources indicated in the list.
  • the SII is presented to a user of the device prior to installation of the application so that the user can choose whether or not to proceed with the installation.
  • FIG. 5 illustrates a system diagram 500 of one example embodiment consistent with the present disclosure.
  • the system 500 may be a mobile platform 510 or computing device such as, for example, a smart phone, smart tablet, personal digital assistant (PDA), mobile Internet device (MID), convertible tablet, notebook or laptop computer, or any other suitable device.
  • PDA personal digital assistant
  • MID mobile Internet device
  • the system 500 may be a workstation or desktop computer.
  • the device may generally present various interfaces to a user via a display element 560 such as, for example, a touch screen, liquid crystal display (LCD) or any other suitable display type.
  • LCD liquid crystal display
  • the system 500 is shown to include a processor 520 and memory 530.
  • the processor 520 may be implemented as any number of processor cores.
  • the processor (or processor cores) may be any type of processor, such as, for example, a micro-processor, an embedded processor, a digital signal processor (DSP), a graphics processor (GPU), a network processor, a field programmable gate array or other device configured to execute code.
  • the processors may be multithreaded cores in that they may include more than one hardware thread context (or "logical processor") per core.
  • the memory 530 may be coupled to the processors.
  • the memory 530 may be any of a wide variety of memories (including various layers of memory hierarchy and/or memory caches) as are known or otherwise available to those of skill in the art.
  • processors and memory may be configured to store, host and/or execute one or more user applications or other software modules.
  • applications may include, but not be limited to, for example, any type of computation, communication, data management, data storage and/or user interface task.
  • these applications may employ or interact with any other components of the mobile platform 510.
  • System 500 is also shown to include network interface module 540 which may include wired or wireless communication capabilities, such as, for example, Ethernet, cellular communications, Wireless Fidelity (WiFi), Bluetooth®, and/or Near Field Communication (NFC).
  • the communications may conform to or otherwise be compatible with any existing or yet to be developed communication standards including past, current and future version of Bluetooth®, Wi-Fi and mobile phone communication standards.
  • System 500 is also shown to include an input/output (IO) system or controller
  • System 500 which may be configured to enable or manage data communication between processor 520 and other elements of system 500 or other elements (not shown) external to system 500.
  • System 500 is also shown to include a storage system 580, such as, for example, a hard disk drive (HDD) or solid state drive (SSD), coupled to processor 520 and configured to store programs, application and/or data.
  • HDD hard disk drive
  • SSD solid state drive
  • System 500 is also shown to include an application installer with security evaluation 570, as described previously.
  • the various components of the system 500 may be combined in a system-on-a-chip (SoC) architecture.
  • the components may be hardware components, firmware components, software components or any suitable combination of hardware, firmware or software.
  • Embodiments of the methods described herein may be implemented in a system that includes one or more storage mediums having stored thereon, individually or in combination, instructions that when executed by one or more processors perform the methods.
  • the processor may include, for example, a system CPU (e.g., core processor) and/or programmable circuitry.
  • a system CPU e.g., core processor
  • programmable circuitry e.g., programmable circuitry.
  • operations according to the methods described herein may be distributed across a plurality of physical devices, such as, for example, processing structures at several different physical locations.
  • the method operations may be performed individually or in a subcombination, as would be understood by one skilled in the art.
  • the present disclosure expressly intends that all subcombinations of such operations are enabled as would be understood by one of ordinary skill in the art.
  • the storage medium may include any type of tangible medium, for example, any type of disk including floppy disks, optical disks, compact disk read-only memories (CD-ROMs), compact disk rewritables (CD-RWs), digital versatile disks (DVDs) and magneto-optical disks, semiconductor devices such as read-only memories (ROMs), random access memories (RAMs) such as dynamic and static RAMs, erasable programmable read-only memories (EPROMs), electrically erasable programmable read-only memories (EEPROMs), flash memories, magnetic or optical cards, or any type of media suitable for storing electronic instructions.
  • ROMs read-only memories
  • RAMs random access memories
  • EPROMs erasable programmable read-only memories
  • EEPROMs electrically erasable programmable read-only memories
  • flash memories magnetic or optical cards, or any type of media suitable for storing electronic instructions.
  • Circuitry may include, for example, singly or in any combination, hardwired circuitry, programmable circuitry, state machine circuitry, and/or firmware that stores instructions executed by programmable circuitry.
  • An application (or “app") may be embodied as code or instructions which may be executed on programmable circuitry such as a host processor or other programmable circuitry.
  • a module as used in any embodiment herein, may be embodied as circuitry.
  • the circuitry may be embodied as an integrated circuit, such as an integrated circuit chip.
  • a module may thus be implemented in software and/or firmware and may comprise one or more processes, threads or subroutines of a single process. Additionally, in some embodiments, a module may be distributed and executed on separate devices.
  • the present disclosure provides systems, devices, methods and computer readable media for application installation with improved security and/or privacy evaluation and indication.
  • the following examples pertain to further embodiments.
  • Example 1 there is provided a system for application installation security evaluation.
  • the system may include an application installation module to receive an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; memory to store an impact score table including one or more security impact scores, each security impact score associated with access to one of the device resources; and a security/privacy evaluation module to calculate a security impact indicator (SII) based on a sum of the security impact scores selected by the accessed device resources listed in the package.
  • SII security impact indicator
  • Example 2 may include the subject matter of Example 1, and further including a visual indicator module to present the SII to a user of the device prior to installation of the application.
  • Example 3 may include the subject matter of Examples 1 and 2, and the impact score table further includes one or more privacy impact scores, each privacy impact score associated with access to one of the device resources; and the security/privacy evaluation module is further to calculate the SII based on a sum of the privacy impact scores selected by the accessed device resources listed in the package.
  • Example 4 may include the subject matter of Examples 1-3, and the security/privacy evaluation module is further to normalize the SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
  • Example 5 may include the subject matter of Examples 1-4, and the visual indicator module is further to generate a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the predefined highest impact value.
  • Example 6 may include the subject matter of Examples 1-5, and the security impact scores and the privacy impact scores are normalized and weighted to indicate an impact relative to each another.
  • Example 7 may include the subject matter of Examples 1-6, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
  • Example 8 may include the subject matter of Examples 1-7, and the application installation module is further to identify alternative applications; the security/privacy evaluation module is further to calculate an SII for the alternative applications; and the visual indicator module is further to present the alternative application SII to the user for comparison.
  • Example 9 may include the subject matter of Examples 1-8, and the security/privacy evaluation module is further to detect a security attribute associated with the application package and adjust the SII to a lower impact value based on the detection.
  • Example 10 may include the subject matter of Examples 1-9, and the security attribute is to indicate that the application is one of an anti-virus application, an anti- malware application, a host intrusion prevention application or a firewall application.
  • Example 11 may include the subject matter of Examples 1-10, and the application installation module is further to receive the application package from an application vendor through a network interface.
  • Example 12 may include the subject matter of Examples 1-11, and the device is a smart phone, smart tablet, notebook or laptop computer.
  • Example 13 there is provided at least one computer-readable storage medium having instructions stored thereon which when executed by a processor result in the following operations for application installation security evaluation.
  • the operations may include receiving an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of the security impact scores associated with one of the device resources indicated in the list; and presenting the SII to a user of the device prior to installation of the application.
  • Example 14 may include the subject matter of Example 13, and the SII is further based on a sum of pre-defined privacy impact scores, each of the privacy impact scores associated with one of the device resources indicated in the list.
  • Example 15 may include the subject matter of Examples 13 and 14, further including the operation of normalizing the SII to a scaled value ranging from a predefined lowest impact value to a pre-defined highest impact value.
  • Example 16 may include the subject matter of Examples 13-15, and the presenting of the SII further includes the operation of generating a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the pre-defined highest impact value.
  • Example 17 may include the subject matter of Examples 13-16, and the predefined security impact scores and the pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
  • Example 18 may include the subject matter of Examples 13-17, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
  • Example 19 may include the subject matter of Examples 13-18, further including the operations of: identifying alternative applications; calculating an SII for the alternative applications; and presenting the alternative application SII to the user for comparison.
  • Example 20 may include the subject matter of Examples 13-19, further including the operations of detecting a security attribute associated with the application package and adjusting the SII to a lower impact value based on the detection.
  • Example 21 may include the subject matter of Examples 13-20, and the security attribute is to indicate that the application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application.
  • Example 22 may include the subject matter of Examples 13-21, and the application package is received from an application vendor through a network interface.
  • Example 23 there is provided a method for application installation security evaluation.
  • the method may include receiving an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of the security impact scores associated with one of the device resources indicated in the list; and presenting the SII to a user of the device prior to installation of the application.
  • SII security impact indicator
  • Example 24 may include the subject matter of Example 23, and the SII is further based on a sum of pre-defined privacy impact scores, each of the privacy impact scores associated with one of the device resources indicated in the list.
  • Example 25 may include the subject matter of Example 23 and 24, further including normalizing the SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
  • Example 26 may include the subject matter of Examples 23-25, and the presenting of the SII further includes generating a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the pre-defined highest impact value.
  • Example 27 may include the subject matter of Examples 23-26, and the predefined security impact scores and the pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
  • Example 28 may include the subject matter of Examples 23-27, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
  • Example 29 may include the subject matter of Examples 23-28, further including: identifying alternative applications; calculating an SII for the alternative applications; and presenting the alternative application SII to the user for comparison.
  • Example 30 may include the subject matter of Examples 23-29, further including detecting a security attribute associated with the application package and adjusting the SII to a lower impact value based on the detection.
  • Example 31 may include the subject matter of Examples 23-30, and the security attribute is to indicate that the application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application.
  • Example 32 may include the subject matter of Examples 23-31, and the application package is received from an application vendor through a network interface.
  • Example 33 there is provided a system for application installation security evaluation.
  • the system may including means for receiving an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; means for calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of the security impact scores associated with one of the device resources indicated in the list; and means for presenting the SII to a user of the device prior to installation of the application.
  • SII security impact indicator
  • Example 34 may include the subject matter of Example 33, and the SII is further based on a sum of pre-defined privacy impact scores, each of the privacy impact scores associated with one of the device resources indicated in the list.
  • Example 35 may include the subject matter of Examples 33 and 34, further including means for normalizing the SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
  • Example 36 may include the subject matter of Examples 33-35, and the means for presenting of the SII further includes means for generating a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the pre-defined highest impact value.
  • Example 37 may include the subject matter of Examples 33-36, and the predefined security impact scores and the pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
  • Example 38 may include the subject matter of Examples 33-37, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
  • Example 39 may include the subject matter of Examples 33-38, further including means for identifying alternative applications; means for calculating an SII for the alternative applications; and means for presenting the alternative application SII to the user for comparison.
  • Example 40 may include the subject matter of Examples 33-39, further including means for detecting a security attribute associated with the application package and means for adjusting the SII to a lower impact value based on the detection.
  • Example 41 may include the subject matter of Examples 33-40, and the security attribute is to indicate that the application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application.
  • Example 42 may include the subject matter of Examples 33-41, and the application package is received from an application vendor through a network interface.

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • General Health & Medical Sciences (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

Generally, this disclosure provides systems, devices, methods and computer readable media for application installation security and privacy evaluation and indication. The system may include an application installation module configured to receive an application package for installation on a device, wherein the package comprises a list of device resources to be accessed by the application. The system may also include memory configured to store an impact score table comprising one or more security impact scores, each security impact score associated with access to one of the device resources. The system may further include a security/privacy evaluation module configured to calculate a security impact indicator (SII) based on a sum of the security impact scores selected by the accessed device resources listed in the package.

Description

IMPROVED SECURITY EVALUATION AND USER INTERFACE FOR APPLICATION INSTALLATION
FIELD
The present disclosure relates to application installation on a device, and more particularly, to application installation with improved security/privacy evaluation and associated visual indication.
BACKGROUND
User devices, like smartphones and other modern computing and
communication platforms, generally have the capability to add new functionality by downloading applications (or "apps") from a provider such as an "app store" or other vendor. Applications are available for almost any purpose and, depending on the category, users may be able to choose an application from among a relatively large selection of offerings. Typically, users differentiate between available applications for download or purchase based on criteria limited to feature set, price, usability and perhaps published ratings or reviews.
During installation of the application, a user may be prompted with a list of technical details about the various possible device resources and operational systems that may be accessed by the application. Experienced and security- aware users can decide if they want to continue with the installation based on this information. The more typical user, however, may be unable to adequately evaluate how an application impacts the security and privacy protections of their device. As a result, the user might choose to install an application that requires excessive permissions and jeopardizes the security of the system, or alternatively, the user may be discouraged from installing an application that might actually be relatively safe. BRIEF DESCRIPTION OF THE DRAWINGS
Features and advantages of embodiments of the claimed subject matter will become apparent as the following Detailed Description proceeds, and upon reference to the Drawings, wherein like numerals depict like parts, and in which:
Figure 1 illustrates a system diagram of an example embodiment consistent with the present disclosure;
Figure 2 illustrates an impact scoring table consistent with one example embodiment of the present disclosure;
Figures 3(a) and 3(b) illustrate visual indicators consistent with another example embodiment of the present disclosure;
Figure 4 illustrates a flowchart of operations of another example embodiment consistent with the present disclosure; and
Figure 5 illustrates a system diagram of a platform of another example embodiment consistent with the present disclosure.
Although the following Detailed Description will proceed with reference being made to illustrative embodiments, many alternatives, modifications, and variations thereof will be apparent to those skilled in the art.
DETAILED DESCRIPTION
Generally, this disclosure provides systems, devices, methods and computer readable media for application installation with improved security/privacy evaluation and a user interface with an improved visual indicator of the evaluation. The device may be configured to receive an application installation package that includes a list or manifest to indicate which, if any, device resources may be accessed by the application. A table or database of weighted impact scores may be configured to indicate the relative impacts on security and/or privacy associated with each of one or more categories of accessed device resources. These device resources may include, for example, user accounts, passwords, network access, or location information. The device may be further configured to calculate a security/privacy impact indicator for the package based on a sum of these impact scores as selected by the package manifest. The impact indicator may be presented to the user in a visual format, for example through a graphical user interface and may allow the user to compare the impacts of multiple applications to select the least intrusive one.
Figure 1 illustrates a top level system diagram 100 of one example embodiment consistent with the present disclosure. A device or user platform 106 is shown, which may be configured to download application packages 104 from an application vendor 102. The application vendor 102 may be, for example, an online store or "app store" which can be accessed over the internet through a network interface. In some embodiments, the device 106 may be a smart phone, smart tablet, personal digital assistant (PDA), mobile Internet device (MID), convertible tablet, notebook, laptop computer, workstation, desktop computer, wearable device or any other device configured to download and/or install application software.
The device 106 is shown to include an application installation module 108, a security/privacy evaluation module 110, an impact scoring table (or database) 112, a visual indicator module 114 and a user interface (UI) module 116, the operations of which will be described in greater detail below.
The application installation module 108 may be configured to receive an application package for installation on the device and to perform the installation, after selection and confirmation by the user in light of the security/privacy evaluation described below. The installation package may be configured to include a list or manifest of device resources that may be accessed by the application. The list may be generated by the application developer, the vendor or a suitable third party (e.g., a certifying authority). In some embodiments, the list may be secured through techniques based on encryption, keys, digital signatures or the like to provide a suitable level of trust that the application will indeed be access restricted to the resources that are included on the list.
The device 106 may include memory to store an impact scoring table or database 112, configured to provide one or more security and/or privacy impact scores. Each score may be associated with access to one of the device resources, as illustrated in Figure 2. The scores may be normalized and/or weighted to indicate an impact that is relative to each other score. For example, the scores may be normalized to a range of 0.0 to 1.0 for convenience, where the higher values indicate greater impact. Thus an accessed resource with an impact score of 0.7 will have a relatively greater impact than another accessed resource with an impact score of 0.3. In some embodiments, the impact scoring table 112 may also be secured through techniques based on encryption, keys, digital signatures or the like to prevent malicious software from tampering with the impact scores (e.g., overwriting an entry with a low impact score such as zero). In some embodiments, the table 112 may be initialized with commonly applicable default scores that may be later overwritten by an authorized entity such as, for example, an IT manager, Administrator or remote service provider.
The security/privacy evaluation module 110 may be configured to calculate a security/privacy impact indicator (SPII) based on the package manifest and the impact scoring table 112. For example, in some embodiments, the SPII may be calculated as a sum according to the following formula:
N
SPII = MaxSPII * ^ ImpactScore(i)/N
i=0
where ImpactScore(i) represents each impact score from the scoring table 112, for which the manifest indicates that a corresponding device resource will be accessed. The sum is further normalized by dividing by N, which may be the number of non- entries in the scoring table 112, and multiplying by a scale factor MaxSPII chosen to generate values of MaxSPII in a convenient or standardized range (e.g., 10).
As an illustrative example, an installation package manifest might specify that the application can access the following device resources: full network access, precise location information and address book. In this case, using the impact scoring table from Figure 2, which has 13 non-zero entries, the SPII would be calculated as:
SPII = 10 * (0.8 + 0.5 + 0.3) / 13 = 1.23
In some embodiments, there may be separate tables for security impact scores and privacy impact scores. Thus, independent calculations may be performed to generate a separate security impact indicator (SII) and/or privacy impact indicator (PII) which may each be presented to the user individually or in combination. This may be particularly useful in situations where a user is more concerned with one aspect over the other (i.e., security versus privacy).
In some embodiments, the security/privacy evaluation module 110 may be configured to detect that the application to be installed is a security application (e.g., anti-virus, anti-malware, host intrusion prevention, firewall, etc.). The application package may include a security attribute to indicate this characteristic. In this case, the security/privacy evaluation module 1 10 may adjust the calculated impact indicators (SPII, SII and/or ΡΙΓ), to a lower impact (i.e., more secure) value. For example, an impact score associated with a security feature may have a negative value so that the resulting SPII summation is reduced. In some cases the resulting SPII may be a negative value when the security benefits of the application outweigh the other impacts. In some embodiments, a negative SPII may be indicated to the user as a separate visual feature.
Visual indicator module 1 14 may be configured to generate and present a graphical visual indicator representing one or more of the calculated impact indicators (SPII, SII and/or PII), as will be explained in greater detail in connection with Figure 3 below. A user interface (UI) module 1 16 may also be provided and configured to interface the visual indicator module 1 14 to a display element and/or input device (not shown). Thus, the user may select one or more applications for installation based on the displayed information (SPII, SII and/or PII) and indicate these choices to the application installation module 108 through the input device. Any suitable graphical visual indication may be used although it will be appreciated that a relatively easily understandable indicator can be advantageous. For example, a red color or a blinking image may enable a child to readily understand that installation of an application may be bad.
In some embodiments, one or more of modules 108, 1 10, 1 12 (or components of these modules) may be implemented by the Application vendor 102, for example on a server associated with the Application vendor.
Figure 2 illustrates an impact scoring table 1 12 consistent with one example embodiment of the present disclosure. As described previously, the impact scoring table 1 12 may be configured to provide weighted impact scores 204 associated with an accessed resource 202 of the device. The weighted impact scores 204 may be normalized to any convenient range of values, in this example 0.0- 1.0. The weighted values may be chosen to indicate relative impact of one accessed resource to another. The device resources listed in this figure, and the associated impact scores, are examples presented for illustrative purposes and are not meant to imply actual score values or be limiting in any way. In some embodiments, the resources and associated scores may be set by the device manufacturer or provider, an IT administrator, the user or any other suitable entity. In some embodiments, the scores may be updated dynamically, for example based on a history of current or previously installed applications, to provide an aggregate assessment of security/privacy based on multiple applications. The scores may also be set or updated based on a user's preference or tolerance for risk and/or the environment in which the device will be used (e.g., personal, business, mission critical, etc.).
Figures 3(a) and 3(b) illustrate visual indicators 300 consistent with another example embodiment of the present disclosure. In Figure 3(a), an example visual indicator 300a is shown as a dial ranging from lower impact scores on the left to higher impact scores on the right with an arrow pointing to the calculated SPII for the application currently under consideration. In some embodiments, the dial may be configured to vary in color shading, for example from green tones on the left to red tones on the right to provide the user with a relatively simple and fast visual cue. In some embodiments, the leftmost value (e.g., zero) may be reserved to indicate that the application to be installed is a security application.
In Figure 3(b), another example visual indicator 300b is shown in which the security impact indicator (57/) and privacy impact indicator (PII) are displayed as separate dials so the user may readily distinguish between security and privacy impacts. In some embodiments, alternative applications may be presented to the user for installation consideration, in which case multiple dial indicators may be displayed, one for each application.
Figure 4 illustrates a flowchart of operations 400 of another example embodiment consistent with the present disclosure. The operations provide a method for application installation with improved security and/or privacy evaluation. At operation 410, an application package is received for installation on a device. The package includes a list of device resources to be accessed by the application. At operation 420, a security impact indicator (SII) is calculated based on a sum of predefined security impact scores. Each of the security impact scores is associated with one of the device resources indicated in the list. At operation 430, the SII is presented to a user of the device prior to installation of the application so that the user can choose whether or not to proceed with the installation.
Figure 5 illustrates a system diagram 500 of one example embodiment consistent with the present disclosure. The system 500 may be a mobile platform 510 or computing device such as, for example, a smart phone, smart tablet, personal digital assistant (PDA), mobile Internet device (MID), convertible tablet, notebook or laptop computer, or any other suitable device. It will be appreciated, however, that embodiments of the system described herein are not limited to mobile platforms, and in some embodiments, the system 500 may be a workstation or desktop computer. The device may generally present various interfaces to a user via a display element 560 such as, for example, a touch screen, liquid crystal display (LCD) or any other suitable display type.
The system 500 is shown to include a processor 520 and memory 530. In some embodiments, the processor 520 may be implemented as any number of processor cores. The processor (or processor cores) may be any type of processor, such as, for example, a micro-processor, an embedded processor, a digital signal processor (DSP), a graphics processor (GPU), a network processor, a field programmable gate array or other device configured to execute code. The processors may be multithreaded cores in that they may include more than one hardware thread context (or "logical processor") per core. The memory 530 may be coupled to the processors. The memory 530 may be any of a wide variety of memories (including various layers of memory hierarchy and/or memory caches) as are known or otherwise available to those of skill in the art. It will be appreciated that the processors and memory may be configured to store, host and/or execute one or more user applications or other software modules. These applications may include, but not be limited to, for example, any type of computation, communication, data management, data storage and/or user interface task. In some embodiments, these applications may employ or interact with any other components of the mobile platform 510.
System 500 is also shown to include network interface module 540 which may include wired or wireless communication capabilities, such as, for example, Ethernet, cellular communications, Wireless Fidelity (WiFi), Bluetooth®, and/or Near Field Communication (NFC). The communications may conform to or otherwise be compatible with any existing or yet to be developed communication standards including past, current and future version of Bluetooth®, Wi-Fi and mobile phone communication standards.
System 500 is also shown to include an input/output (IO) system or controller
550 which may be configured to enable or manage data communication between processor 520 and other elements of system 500 or other elements (not shown) external to system 500. System 500 is also shown to include a storage system 580, such as, for example, a hard disk drive (HDD) or solid state drive (SSD), coupled to processor 520 and configured to store programs, application and/or data.
System 500 is also shown to include an application installer with security evaluation 570, as described previously.
It will be appreciated that in some embodiments, the various components of the system 500 may be combined in a system-on-a-chip (SoC) architecture. In some embodiments, the components may be hardware components, firmware components, software components or any suitable combination of hardware, firmware or software.
Embodiments of the methods described herein may be implemented in a system that includes one or more storage mediums having stored thereon, individually or in combination, instructions that when executed by one or more processors perform the methods. Here, the processor may include, for example, a system CPU (e.g., core processor) and/or programmable circuitry. Thus, it is intended that operations according to the methods described herein may be distributed across a plurality of physical devices, such as, for example, processing structures at several different physical locations. Also, it is intended that the method operations may be performed individually or in a subcombination, as would be understood by one skilled in the art. Thus, not all of the operations of each of the flow charts need to be performed, and the present disclosure expressly intends that all subcombinations of such operations are enabled as would be understood by one of ordinary skill in the art.
The storage medium may include any type of tangible medium, for example, any type of disk including floppy disks, optical disks, compact disk read-only memories (CD-ROMs), compact disk rewritables (CD-RWs), digital versatile disks (DVDs) and magneto-optical disks, semiconductor devices such as read-only memories (ROMs), random access memories (RAMs) such as dynamic and static RAMs, erasable programmable read-only memories (EPROMs), electrically erasable programmable read-only memories (EEPROMs), flash memories, magnetic or optical cards, or any type of media suitable for storing electronic instructions.
"Circuitry", as used in any embodiment herein, may include, for example, singly or in any combination, hardwired circuitry, programmable circuitry, state machine circuitry, and/or firmware that stores instructions executed by programmable circuitry. An application (or "app") may be embodied as code or instructions which may be executed on programmable circuitry such as a host processor or other programmable circuitry. A module, as used in any embodiment herein, may be embodied as circuitry. The circuitry may be embodied as an integrated circuit, such as an integrated circuit chip. In some embodiments, a module may thus be implemented in software and/or firmware and may comprise one or more processes, threads or subroutines of a single process. Additionally, in some embodiments, a module may be distributed and executed on separate devices.
Thus, the present disclosure provides systems, devices, methods and computer readable media for application installation with improved security and/or privacy evaluation and indication. The following examples pertain to further embodiments.
According to Example 1 there is provided a system for application installation security evaluation. The system may include an application installation module to receive an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; memory to store an impact score table including one or more security impact scores, each security impact score associated with access to one of the device resources; and a security/privacy evaluation module to calculate a security impact indicator (SII) based on a sum of the security impact scores selected by the accessed device resources listed in the package.
Example 2 may include the subject matter of Example 1, and further including a visual indicator module to present the SII to a user of the device prior to installation of the application.
Example 3 may include the subject matter of Examples 1 and 2, and the impact score table further includes one or more privacy impact scores, each privacy impact score associated with access to one of the device resources; and the security/privacy evaluation module is further to calculate the SII based on a sum of the privacy impact scores selected by the accessed device resources listed in the package.
Example 4 may include the subject matter of Examples 1-3, and the security/privacy evaluation module is further to normalize the SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
Example 5 may include the subject matter of Examples 1-4, and the visual indicator module is further to generate a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the predefined highest impact value. Example 6 may include the subject matter of Examples 1-5, and the security impact scores and the privacy impact scores are normalized and weighted to indicate an impact relative to each another.
Example 7 may include the subject matter of Examples 1-6, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
Example 8 may include the subject matter of Examples 1-7, and the application installation module is further to identify alternative applications; the security/privacy evaluation module is further to calculate an SII for the alternative applications; and the visual indicator module is further to present the alternative application SII to the user for comparison.
Example 9 may include the subject matter of Examples 1-8, and the security/privacy evaluation module is further to detect a security attribute associated with the application package and adjust the SII to a lower impact value based on the detection.
Example 10 may include the subject matter of Examples 1-9, and the security attribute is to indicate that the application is one of an anti-virus application, an anti- malware application, a host intrusion prevention application or a firewall application.
Example 11 may include the subject matter of Examples 1-10, and the application installation module is further to receive the application package from an application vendor through a network interface.
Example 12 may include the subject matter of Examples 1-11, and the device is a smart phone, smart tablet, notebook or laptop computer.
According to Example 13 there is provided at least one computer-readable storage medium having instructions stored thereon which when executed by a processor result in the following operations for application installation security evaluation. The operations may include receiving an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of the security impact scores associated with one of the device resources indicated in the list; and presenting the SII to a user of the device prior to installation of the application. Example 14 may include the subject matter of Example 13, and the SII is further based on a sum of pre-defined privacy impact scores, each of the privacy impact scores associated with one of the device resources indicated in the list.
Example 15 may include the subject matter of Examples 13 and 14, further including the operation of normalizing the SII to a scaled value ranging from a predefined lowest impact value to a pre-defined highest impact value.
Example 16 may include the subject matter of Examples 13-15, and the presenting of the SII further includes the operation of generating a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the pre-defined highest impact value.
Example 17 may include the subject matter of Examples 13-16, and the predefined security impact scores and the pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
Example 18 may include the subject matter of Examples 13-17, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
Example 19 may include the subject matter of Examples 13-18, further including the operations of: identifying alternative applications; calculating an SII for the alternative applications; and presenting the alternative application SII to the user for comparison.
Example 20 may include the subject matter of Examples 13-19, further including the operations of detecting a security attribute associated with the application package and adjusting the SII to a lower impact value based on the detection.
Example 21 may include the subject matter of Examples 13-20, and the security attribute is to indicate that the application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application.
Example 22 may include the subject matter of Examples 13-21, and the application package is received from an application vendor through a network interface.
According to Example 23 there is provided a method for application installation security evaluation. The method may include receiving an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of the security impact scores associated with one of the device resources indicated in the list; and presenting the SII to a user of the device prior to installation of the application.
Example 24 may include the subject matter of Example 23, and the SII is further based on a sum of pre-defined privacy impact scores, each of the privacy impact scores associated with one of the device resources indicated in the list.
Example 25 may include the subject matter of Example 23 and 24, further including normalizing the SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
Example 26 may include the subject matter of Examples 23-25, and the presenting of the SII further includes generating a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the pre-defined highest impact value.
Example 27 may include the subject matter of Examples 23-26, and the predefined security impact scores and the pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
Example 28 may include the subject matter of Examples 23-27, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
Example 29 may include the subject matter of Examples 23-28, further including: identifying alternative applications; calculating an SII for the alternative applications; and presenting the alternative application SII to the user for comparison.
Example 30 may include the subject matter of Examples 23-29, further including detecting a security attribute associated with the application package and adjusting the SII to a lower impact value based on the detection.
Example 31 may include the subject matter of Examples 23-30, and the security attribute is to indicate that the application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application. Example 32 may include the subject matter of Examples 23-31, and the application package is received from an application vendor through a network interface.
According to Example 33 there is provided a system for application installation security evaluation. The system may including means for receiving an application package for installation on a device, and the package includes a list of device resources to be accessed by the application; means for calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of the security impact scores associated with one of the device resources indicated in the list; and means for presenting the SII to a user of the device prior to installation of the application.
Example 34 may include the subject matter of Example 33, and the SII is further based on a sum of pre-defined privacy impact scores, each of the privacy impact scores associated with one of the device resources indicated in the list.
Example 35 may include the subject matter of Examples 33 and 34, further including means for normalizing the SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
Example 36 may include the subject matter of Examples 33-35, and the means for presenting of the SII further includes means for generating a graphic to indicate the relative position of the SII on a visual scale ranging from the pre-defined lowest impact value to the pre-defined highest impact value.
Example 37 may include the subject matter of Examples 33-36, and the predefined security impact scores and the pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
Example 38 may include the subject matter of Examples 33-37, and the device resources include one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
Example 39 may include the subject matter of Examples 33-38, further including means for identifying alternative applications; means for calculating an SII for the alternative applications; and means for presenting the alternative application SII to the user for comparison.
Example 40 may include the subject matter of Examples 33-39, further including means for detecting a security attribute associated with the application package and means for adjusting the SII to a lower impact value based on the detection.
Example 41 may include the subject matter of Examples 33-40, and the security attribute is to indicate that the application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application.
Example 42 may include the subject matter of Examples 33-41, and the application package is received from an application vendor through a network interface.
The terms and expressions which have been employed herein are used as terms of description and not of limitation, and there is no intention, in the use of such terms and expressions, of excluding any equivalents of the features shown and described (or portions thereof), and it is recognized that various modifications are possible within the scope of the claims. Accordingly, the claims are intended to cover all such equivalents. Various features, aspects, and embodiments have been described herein. The features, aspects, and embodiments are susceptible to combination with one another as well as to variation and modification, as will be understood by those having skill in the art. The present disclosure should, therefore, be considered to encompass such combinations, variations, and modifications.

Claims

CLAIMS What is claimed is:
1. A system for application installation security evaluation, said system comprising:
an application installation module to receive an application package for installation on a device, wherein said package comprises a list of device resources to be accessed by said application;
memory to store an impact score table comprising one or more security impact scores, each security impact score associated with access to one of said device resources; and
a security/privacy evaluation module to calculate a security impact indicator (SII) based on a sum of said security impact scores selected by said accessed device resources listed in said package.
2. The system of claim 1 , further comprising a visual indicator module to present said SII to a user of said device prior to installation of said application.
3. The system of claim 1, wherein said impact score table further comprises one or more privacy impact scores, each privacy impact score associated with access to one of said device resources; and wherein said security/privacy evaluation module is further to calculate said SII based on a sum of said privacy impact scores selected by said accessed device resources listed in said package.
4. The system of any of claims 1-3, wherein said security/privacy evaluation module is further to normalize said SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
5. The system of claim 4, wherein said visual indicator module is further to generate a graphic to indicate the relative position of said SII on a visual scale ranging from said pre-defined lowest impact value to said pre-defined highest impact value.
6. The system of any of claims 1-3, wherein said security impact scores and said privacy impact scores are normalized and weighted to indicate an impact relative to each another.
7. The system of any of claims 1-3, wherein said device resources comprise one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
8. The system of claim 2, wherein said application installation module is further to identify alternative applications; said security/privacy evaluation module is further to calculate an SII for said alternative applications; and said visual indicator module is further to present said alternative application SII to said user for comparison.
9. The system of any of claims 1-3, wherein said security/privacy evaluation module is further to detect a security attribute associated with said application package and adjust said SII to a lower impact value based on said detection.
10. The system of claim 9, wherein said security attribute is to indicate that said application is one of an anti- virus application, an anti-malware application, a host intrusion prevention application or a firewall application.
11. The system of any of claims 1-3, wherein said application installation module is further to receive said application package from an application vendor through a network interface.
12. The system any of claims 1-3, wherein said device is a smart phone, smart tablet, notebook or laptop computer.
13. At least one computer-readable storage medium having instructions stored thereon which when executed by a processor result in the following operations for application installation security evaluation, said operations comprising:
receiving an application package for installation on a device, wherein said package comprises a list of device resources to be accessed by said application;
calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of said security impact scores associated with one of said device resources indicated in said list; and presenting said SII to a user of said device prior to installation of said application.
14. The computer-readable storage medium of claim 13, wherein said SII is further based on a sum of pre-defined privacy impact scores, each of said privacy impact scores associated with one of said device resources indicated in said list.
15. The computer-readable storage medium of claim 13 or 14, further comprising the operation of normalizing said SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
16. The computer-readable storage medium of claim 15, wherein said presenting of said SII further comprises the operation of generating a graphic to indicate the relative position of said SII on a visual scale ranging from said pre-defined lowest impact value to said pre-defined highest impact value.
17. The computer-readable storage medium of claim 14, wherein said pre-defined security impact scores and said pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
18. The computer-readable storage medium of claim 13 or 14, wherein said device resources comprise one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
19. The computer-readable storage medium of claim 13 or 14, further comprising the operations of:
identifying alternative applications;
calculating an SII for said alternative applications; and
presenting said alternative application SII to said user for comparison.
20. The computer-readable storage medium of claim 13 or 14, further comprising the operations of detecting a security attribute associated with said application package and adjusting said SII to a lower impact value based on said detection.
21. A method for application installation security evaluation, said method comprising:
receiving an application package for installation on a device, wherein said package comprises a list of device resources to be accessed by said application; calculating a security impact indicator (SII) based on a sum of pre-defined security impact scores, each of said security impact scores associated with one of said device resources indicated in said list; and
presenting said SII to a user of said device prior to installation of said application.
22. The method of claim 21, wherein said SII is further based on a sum of predefined privacy impact scores, each of said privacy impact scores associated with one of said device resources indicated in said list.
23. The method of claim 21 or 22, further comprising normalizing said SII to a scaled value ranging from a pre-defined lowest impact value to a pre-defined highest impact value.
24. The method of claim 23, wherein said presenting of said SII further comprises generating a graphic to indicate the relative position of said SII on a visual scale ranging from said pre-defined lowest impact value to said pre-defined highest impact value.
25. The method of claim 22, wherein said pre-defined security impact scores and said pre-defined privacy impact scores are normalized and weighted to indicate an impact relative to each another.
26. The method of claim 21 or 22, wherein said device resources comprise one or more of account modification capability, password access, location information access, network access, memory access and contact information access.
27. The method of claim 21 or 22, further comprising:
identifying alternative applications; calculating an SII for said alternative applications; and presenting said alternative application SII to said user for comparison.
28. The method of claim 21 or 22, further comprising detecting a security attribute associated with said application package and adjusting said SII to a lower impact value based on said detection.
PCT/US2015/058562 2014-12-03 2015-11-02 Improved security evaluation and user interface for application installation Ceased WO2016089514A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US14/558,976 US20160162269A1 (en) 2014-12-03 2014-12-03 Security evaluation and user interface for application installation
US14/558,976 2014-12-03

Publications (1)

Publication Number Publication Date
WO2016089514A1 true WO2016089514A1 (en) 2016-06-09

Family

ID=56092211

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2015/058562 Ceased WO2016089514A1 (en) 2014-12-03 2015-11-02 Improved security evaluation and user interface for application installation

Country Status (2)

Country Link
US (1) US20160162269A1 (en)
WO (1) WO2016089514A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021174541A1 (en) * 2020-03-06 2021-09-10 深圳市欢太科技有限公司 Privacy security assessment method and apparatus, server, and storage medium

Families Citing this family (192)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10019597B2 (en) 2016-06-10 2018-07-10 OneTrust, LLC Data processing systems and communications systems and methods for integrating privacy compliance systems with software development and agile tools for privacy design
US10289867B2 (en) 2014-07-27 2019-05-14 OneTrust, LLC Data processing systems for webform crawling to map processing activities and related methods
US9851966B1 (en) 2016-06-10 2017-12-26 OneTrust, LLC Data processing systems and communications systems and methods for integrating privacy compliance systems with software development and agile tools for privacy design
US9729583B1 (en) 2016-06-10 2017-08-08 OneTrust, LLC Data processing systems and methods for performing privacy assessments and monitoring of new versions of computer code for privacy compliance
US10181051B2 (en) 2016-06-10 2019-01-15 OneTrust, LLC Data processing systems for generating and populating a data inventory for processing data access requests
US10333949B1 (en) * 2016-03-15 2019-06-25 Symantec Corporation Proactive protection of mobile operating system malware via blocking of infection vector
US10176502B2 (en) 2016-04-01 2019-01-08 OneTrust, LLC Data processing systems and methods for integrating privacy information management systems with data loss prevention tools or other tools for privacy design
US9892442B2 (en) 2016-04-01 2018-02-13 OneTrust, LLC Data processing systems and methods for efficiently assessing the risk of privacy campaigns
US11004125B2 (en) * 2016-04-01 2021-05-11 OneTrust, LLC Data processing systems and methods for integrating privacy information management systems with data loss prevention tools or other tools for privacy design
US11244367B2 (en) * 2016-04-01 2022-02-08 OneTrust, LLC Data processing systems and methods for integrating privacy information management systems with data loss prevention tools or other tools for privacy design
US9892443B2 (en) 2016-04-01 2018-02-13 OneTrust, LLC Data processing systems for modifying privacy campaign data via electronic messaging systems
US10706447B2 (en) 2016-04-01 2020-07-07 OneTrust, LLC Data processing systems and communication systems and methods for the efficient generation of privacy risk assessments
US10026110B2 (en) 2016-04-01 2018-07-17 OneTrust, LLC Data processing systems and methods for generating personal data inventories for organizations and other entities
US10176503B2 (en) 2016-04-01 2019-01-08 OneTrust, LLC Data processing systems and methods for efficiently assessing the risk of privacy campaigns
US12288233B2 (en) 2016-04-01 2025-04-29 OneTrust, LLC Data processing systems and methods for integrating privacy information management systems with data loss prevention tools or other tools for privacy design
US9892441B2 (en) 2016-04-01 2018-02-13 OneTrust, LLC Data processing systems and methods for operationalizing privacy compliance and assessing the risk of various respective privacy campaigns
US9898769B2 (en) 2016-04-01 2018-02-20 OneTrust, LLC Data processing systems and methods for operationalizing privacy compliance via integrated mobile applications
US9892444B2 (en) 2016-04-01 2018-02-13 OneTrust, LLC Data processing systems and communication systems and methods for the efficient generation of privacy risk assessments
US10423996B2 (en) 2016-04-01 2019-09-24 OneTrust, LLC Data processing systems and communication systems and methods for the efficient generation of privacy risk assessments
US10565397B1 (en) 2016-06-10 2020-02-18 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US10885485B2 (en) 2016-06-10 2021-01-05 OneTrust, LLC Privacy management systems and methods
US11651106B2 (en) 2016-06-10 2023-05-16 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US10353674B2 (en) 2016-06-10 2019-07-16 OneTrust, LLC Data processing and communications systems and methods for the efficient implementation of privacy by design
US10997318B2 (en) 2016-06-10 2021-05-04 OneTrust, LLC Data processing systems for generating and populating a data inventory for processing data access requests
US11625502B2 (en) 2016-06-10 2023-04-11 OneTrust, LLC Data processing systems for identifying and modifying processes that are subject to data subject access requests
US12591828B2 (en) 2016-06-10 2026-03-31 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US10803200B2 (en) 2016-06-10 2020-10-13 OneTrust, LLC Data processing systems for processing and managing data subject access in a distributed environment
US10776517B2 (en) 2016-06-10 2020-09-15 OneTrust, LLC Data processing systems for calculating and communicating cost of fulfilling data subject access requests and related methods
US10509894B2 (en) 2016-06-10 2019-12-17 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US11295316B2 (en) 2016-06-10 2022-04-05 OneTrust, LLC Data processing systems for identity validation for consumer rights requests and related methods
US10796260B2 (en) 2016-06-10 2020-10-06 OneTrust, LLC Privacy management systems and methods
US10726158B2 (en) 2016-06-10 2020-07-28 OneTrust, LLC Consent receipt management and automated process blocking systems and related methods
US10289870B2 (en) 2016-06-10 2019-05-14 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US11366909B2 (en) 2016-06-10 2022-06-21 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US10346637B2 (en) 2016-06-10 2019-07-09 OneTrust, LLC Data processing systems for the identification and deletion of personal data in computer systems
US11336697B2 (en) 2016-06-10 2022-05-17 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US10706131B2 (en) 2016-06-10 2020-07-07 OneTrust, LLC Data processing systems and methods for efficiently assessing the risk of privacy campaigns
US11481710B2 (en) 2016-06-10 2022-10-25 OneTrust, LLC Privacy management systems and methods
US11341447B2 (en) 2016-06-10 2022-05-24 OneTrust, LLC Privacy management systems and methods
US11144622B2 (en) 2016-06-10 2021-10-12 OneTrust, LLC Privacy management systems and methods
US11188615B2 (en) 2016-06-10 2021-11-30 OneTrust, LLC Data processing consent capture systems and related methods
US10740487B2 (en) 2016-06-10 2020-08-11 OneTrust, LLC Data processing systems and methods for populating and maintaining a centralized database of personal data
US11057356B2 (en) 2016-06-10 2021-07-06 OneTrust, LLC Automated data processing systems and methods for automatically processing data subject access requests using a chatbot
US12118121B2 (en) 2016-06-10 2024-10-15 OneTrust, LLC Data subject access request processing systems and related methods
US10242228B2 (en) 2016-06-10 2019-03-26 OneTrust, LLC Data processing systems for measuring privacy maturity within an organization
US10353673B2 (en) 2016-06-10 2019-07-16 OneTrust, LLC Data processing systems for integration of consumer feedback with data subject access requests and related methods
US11301796B2 (en) 2016-06-10 2022-04-12 OneTrust, LLC Data processing systems and methods for customizing privacy training
US10878127B2 (en) 2016-06-10 2020-12-29 OneTrust, LLC Data subject access request processing systems and related methods
US10713387B2 (en) 2016-06-10 2020-07-14 OneTrust, LLC Consent conversion optimization systems and related methods
US10282692B2 (en) 2016-06-10 2019-05-07 OneTrust, LLC Data processing systems for identifying, assessing, and remediating data processing risks using data modeling techniques
US11520928B2 (en) 2016-06-10 2022-12-06 OneTrust, LLC Data processing systems for generating personal data receipts and related methods
US11416798B2 (en) 2016-06-10 2022-08-16 OneTrust, LLC Data processing systems and methods for providing training in a vendor procurement process
US11675929B2 (en) 2016-06-10 2023-06-13 OneTrust, LLC Data processing consent sharing systems and related methods
US10848523B2 (en) 2016-06-10 2020-11-24 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US11562097B2 (en) 2016-06-10 2023-01-24 OneTrust, LLC Data processing systems for central consent repository and related methods
US11228620B2 (en) 2016-06-10 2022-01-18 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US10496803B2 (en) 2016-06-10 2019-12-03 OneTrust, LLC Data processing systems and methods for efficiently assessing the risk of privacy campaigns
US12381915B2 (en) 2016-06-10 2025-08-05 OneTrust, LLC Data processing systems and methods for performing assessments and monitoring of new versions of computer code for compliance
US11354434B2 (en) 2016-06-10 2022-06-07 OneTrust, LLC Data processing systems for verification of consent and notice processing and related methods
US10776514B2 (en) 2016-06-10 2020-09-15 OneTrust, LLC Data processing systems for the identification and deletion of personal data in computer systems
US11134086B2 (en) 2016-06-10 2021-09-28 OneTrust, LLC Consent conversion optimization systems and related methods
US11366786B2 (en) 2016-06-10 2022-06-21 OneTrust, LLC Data processing systems for processing data subject access requests
US10614247B2 (en) 2016-06-10 2020-04-07 OneTrust, LLC Data processing systems for automated classification of personal information from documents and related methods
US10169609B1 (en) 2016-06-10 2019-01-01 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US11222309B2 (en) 2016-06-10 2022-01-11 OneTrust, LLC Data processing systems for generating and populating a data inventory
US11343284B2 (en) 2016-06-10 2022-05-24 OneTrust, LLC Data processing systems and methods for performing privacy assessments and monitoring of new versions of computer code for privacy compliance
US10496846B1 (en) 2016-06-10 2019-12-03 OneTrust, LLC Data processing and communications systems and methods for the efficient implementation of privacy by design
US10282700B2 (en) 2016-06-10 2019-05-07 OneTrust, LLC Data processing systems for generating and populating a data inventory
US11416589B2 (en) 2016-06-10 2022-08-16 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US11074367B2 (en) 2016-06-10 2021-07-27 OneTrust, LLC Data processing systems for identity validation for consumer rights requests and related methods
US10467432B2 (en) 2016-06-10 2019-11-05 OneTrust, LLC Data processing systems for use in automatically generating, populating, and submitting data subject access requests
US10769301B2 (en) 2016-06-10 2020-09-08 OneTrust, LLC Data processing systems for webform crawling to map processing activities and related methods
US10346638B2 (en) 2016-06-10 2019-07-09 OneTrust, LLC Data processing systems for identifying and modifying processes that are subject to data subject access requests
US10706176B2 (en) 2016-06-10 2020-07-07 OneTrust, LLC Data-processing consent refresh, re-prompt, and recapture systems and related methods
US11138242B2 (en) 2016-06-10 2021-10-05 OneTrust, LLC Data processing systems and methods for automatically detecting and documenting privacy-related aspects of computer software
US11222139B2 (en) 2016-06-10 2022-01-11 OneTrust, LLC Data processing systems and methods for automatic discovery and assessment of mobile software development kits
US11138299B2 (en) 2016-06-10 2021-10-05 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US11544667B2 (en) 2016-06-10 2023-01-03 OneTrust, LLC Data processing systems for generating and populating a data inventory
US10896394B2 (en) 2016-06-10 2021-01-19 OneTrust, LLC Privacy management systems and methods
US10708305B2 (en) 2016-06-10 2020-07-07 OneTrust, LLC Automated data processing systems and methods for automatically processing requests for privacy-related information
US11238390B2 (en) 2016-06-10 2022-02-01 OneTrust, LLC Privacy management systems and methods
US10592648B2 (en) 2016-06-10 2020-03-17 OneTrust, LLC Consent receipt management systems and related methods
US10452866B2 (en) 2016-06-10 2019-10-22 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US10235534B2 (en) 2016-06-10 2019-03-19 OneTrust, LLC Data processing systems for prioritizing data subject access requests for fulfillment and related methods
US11586700B2 (en) 2016-06-10 2023-02-21 OneTrust, LLC Data processing systems and methods for automatically blocking the use of tracking tools
US10440062B2 (en) 2016-06-10 2019-10-08 OneTrust, LLC Consent receipt management systems and related methods
US11475136B2 (en) 2016-06-10 2022-10-18 OneTrust, LLC Data processing systems for data transfer risk identification and related methods
US10706379B2 (en) 2016-06-10 2020-07-07 OneTrust, LLC Data processing systems for automatic preparation for remediation and related methods
US10565236B1 (en) 2016-06-10 2020-02-18 OneTrust, LLC Data processing systems for generating and populating a data inventory
US10678945B2 (en) 2016-06-10 2020-06-09 OneTrust, LLC Consent receipt management systems and related methods
US10565161B2 (en) 2016-06-10 2020-02-18 OneTrust, LLC Data processing systems for processing data subject access requests
US10706174B2 (en) 2016-06-10 2020-07-07 OneTrust, LLC Data processing systems for prioritizing data subject access requests for fulfillment and related methods
US11227247B2 (en) 2016-06-10 2022-01-18 OneTrust, LLC Data processing systems and methods for bundled privacy policies
US10510031B2 (en) 2016-06-10 2019-12-17 OneTrust, LLC Data processing systems for identifying, assessing, and remediating data processing risks using data modeling techniques
US10437412B2 (en) 2016-06-10 2019-10-08 OneTrust, LLC Consent receipt management systems and related methods
US10438017B2 (en) 2016-06-10 2019-10-08 OneTrust, LLC Data processing systems for processing data subject access requests
US10454973B2 (en) 2016-06-10 2019-10-22 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US10783256B2 (en) 2016-06-10 2020-09-22 OneTrust, LLC Data processing systems for data transfer risk identification and related methods
US10642870B2 (en) 2016-06-10 2020-05-05 OneTrust, LLC Data processing systems and methods for automatically detecting and documenting privacy-related aspects of computer software
US10416966B2 (en) 2016-06-10 2019-09-17 OneTrust, LLC Data processing systems for identity validation of data subject access requests and related methods
US10798133B2 (en) 2016-06-10 2020-10-06 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US12052289B2 (en) 2016-06-10 2024-07-30 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US11416109B2 (en) 2016-06-10 2022-08-16 OneTrust, LLC Automated data processing systems and methods for automatically processing data subject access requests using a chatbot
US10585968B2 (en) 2016-06-10 2020-03-10 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US10909265B2 (en) 2016-06-10 2021-02-02 OneTrust, LLC Application privacy scanning systems and related methods
US10846433B2 (en) 2016-06-10 2020-11-24 OneTrust, LLC Data processing consent management systems and related methods
US11651104B2 (en) 2016-06-10 2023-05-16 OneTrust, LLC Consent receipt management systems and related methods
US12045266B2 (en) 2016-06-10 2024-07-23 OneTrust, LLC Data processing systems for generating and populating a data inventory
US11025675B2 (en) 2016-06-10 2021-06-01 OneTrust, LLC Data processing systems and methods for performing privacy assessments and monitoring of new versions of computer code for privacy compliance
US11200341B2 (en) 2016-06-10 2021-12-14 OneTrust, LLC Consent receipt management systems and related methods
US10275614B2 (en) 2016-06-10 2019-04-30 OneTrust, LLC Data processing systems for generating and populating a data inventory
US11418492B2 (en) 2016-06-10 2022-08-16 OneTrust, LLC Data processing systems and methods for using a data model to select a target data asset in a data migration
US12136055B2 (en) 2016-06-10 2024-11-05 OneTrust, LLC Data processing systems for identifying, assessing, and remediating data processing risks using data modeling techniques
US11023842B2 (en) 2016-06-10 2021-06-01 OneTrust, LLC Data processing systems and methods for bundled privacy policies
US10572686B2 (en) 2016-06-10 2020-02-25 OneTrust, LLC Consent receipt management systems and related methods
US11157600B2 (en) 2016-06-10 2021-10-26 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US11392720B2 (en) 2016-06-10 2022-07-19 OneTrust, LLC Data processing systems for verification of consent and notice processing and related methods
US11222142B2 (en) 2016-06-10 2022-01-11 OneTrust, LLC Data processing systems for validating authorization for personal data collection, storage, and processing
US10997315B2 (en) 2016-06-10 2021-05-04 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US11328092B2 (en) 2016-06-10 2022-05-10 OneTrust, LLC Data processing systems for processing and managing data subject access in a distributed environment
US11727141B2 (en) 2016-06-10 2023-08-15 OneTrust, LLC Data processing systems and methods for synching privacy-related user consent across multiple computing devices
US11087260B2 (en) 2016-06-10 2021-08-10 OneTrust, LLC Data processing systems and methods for customizing privacy training
US10873606B2 (en) 2016-06-10 2020-12-22 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US10592692B2 (en) 2016-06-10 2020-03-17 OneTrust, LLC Data processing systems for central consent repository and related methods
US11038925B2 (en) 2016-06-10 2021-06-15 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US10853501B2 (en) 2016-06-10 2020-12-01 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US10503926B2 (en) 2016-06-10 2019-12-10 OneTrust, LLC Consent receipt management systems and related methods
US12299065B2 (en) 2016-06-10 2025-05-13 OneTrust, LLC Data processing systems and methods for dynamically determining data processing consent configurations
US10839102B2 (en) 2016-06-10 2020-11-17 OneTrust, LLC Data processing systems for identifying and modifying processes that are subject to data subject access requests
US11294939B2 (en) 2016-06-10 2022-04-05 OneTrust, LLC Data processing systems and methods for automatically detecting and documenting privacy-related aspects of computer software
US11277448B2 (en) 2016-06-10 2022-03-15 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US11416590B2 (en) 2016-06-10 2022-08-16 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US10944725B2 (en) 2016-06-10 2021-03-09 OneTrust, LLC Data processing systems and methods for using a data model to select a target data asset in a data migration
US10606916B2 (en) 2016-06-10 2020-03-31 OneTrust, LLC Data processing user interface monitoring systems and related methods
US10181019B2 (en) 2016-06-10 2019-01-15 OneTrust, LLC Data processing systems and communications systems and methods for integrating privacy compliance systems with software development and agile tools for privacy design
US11461500B2 (en) 2016-06-10 2022-10-04 OneTrust, LLC Data processing systems for cookie compliance testing with website scanning and related methods
US11354435B2 (en) 2016-06-10 2022-06-07 OneTrust, LLC Data processing systems for data testing to confirm data deletion and related methods
US10318761B2 (en) 2016-06-10 2019-06-11 OneTrust, LLC Data processing systems and methods for auditing data request compliance
US11403377B2 (en) 2016-06-10 2022-08-02 OneTrust, LLC Privacy management systems and methods
US10685140B2 (en) 2016-06-10 2020-06-16 OneTrust, LLC Consent receipt management systems and related methods
US11636171B2 (en) 2016-06-10 2023-04-25 OneTrust, LLC Data processing user interface monitoring systems and related methods
US10102533B2 (en) 2016-06-10 2018-10-16 OneTrust, LLC Data processing and communications systems and methods for the efficient implementation of privacy by design
US10776518B2 (en) 2016-06-10 2020-09-15 OneTrust, LLC Consent receipt management systems and related methods
US10284604B2 (en) 2016-06-10 2019-05-07 OneTrust, LLC Data processing and scanning systems for generating and populating a data inventory
US10452864B2 (en) 2016-06-10 2019-10-22 OneTrust, LLC Data processing systems for webform crawling to map processing activities and related methods
US10032172B2 (en) 2016-06-10 2018-07-24 OneTrust, LLC Data processing systems for measuring privacy maturity within an organization
US11151233B2 (en) 2016-06-10 2021-10-19 OneTrust, LLC Data processing and scanning systems for assessing vendor risk
US11146566B2 (en) 2016-06-10 2021-10-12 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US10289866B2 (en) 2016-06-10 2019-05-14 OneTrust, LLC Data processing systems for fulfilling data subject access requests and related methods
US11210420B2 (en) 2016-06-10 2021-12-28 OneTrust, LLC Data subject access request processing systems and related methods
US10949565B2 (en) 2016-06-10 2021-03-16 OneTrust, LLC Data processing systems for generating and populating a data inventory
US10607028B2 (en) 2016-06-10 2020-03-31 OneTrust, LLC Data processing systems for data testing to confirm data deletion and related methods
US10949170B2 (en) 2016-06-10 2021-03-16 OneTrust, LLC Data processing systems for integration of consumer feedback with data subject access requests and related methods
US10762236B2 (en) 2016-06-10 2020-09-01 OneTrust, LLC Data processing user interface monitoring systems and related methods
US11438386B2 (en) 2016-06-10 2022-09-06 OneTrust, LLC Data processing systems for data-transfer risk identification, cross-border visualization generation, and related methods
US10430740B2 (en) 2016-06-10 2019-10-01 One Trust, LLC Data processing systems for calculating and communicating cost of fulfilling data subject access requests and related methods
US11100444B2 (en) 2016-06-10 2021-08-24 OneTrust, LLC Data processing systems and methods for providing training in a vendor procurement process
US11188862B2 (en) 2016-06-10 2021-11-30 OneTrust, LLC Privacy management systems and methods
US10204154B2 (en) 2016-06-10 2019-02-12 OneTrust, LLC Data processing systems for generating and populating a data inventory
US10282559B2 (en) 2016-06-10 2019-05-07 OneTrust, LLC Data processing systems for identifying, assessing, and remediating data processing risks using data modeling techniques
US10509920B2 (en) 2016-06-10 2019-12-17 OneTrust, LLC Data processing systems for processing data subject access requests
US10909488B2 (en) 2016-06-10 2021-02-02 OneTrust, LLC Data processing systems for assessing readiness for responding to privacy-related incidents
US10586075B2 (en) 2016-06-10 2020-03-10 OneTrust, LLC Data processing systems for orphaned data identification and deletion and related methods
CN106874037B (en) * 2017-01-13 2020-08-18 北京安云世纪科技有限公司 Application program installation method and device and mobile terminal
US10013577B1 (en) 2017-06-16 2018-07-03 OneTrust, LLC Data processing systems for identifying whether cookies contain personally identifying information
US9858439B1 (en) 2017-06-16 2018-01-02 OneTrust, LLC Data processing systems for identifying whether cookies contain personally identifying information
US10511606B2 (en) * 2017-06-30 2019-12-17 Microsoft Technology Licensing, Llc Method of discovering and modeling actor and asset relationships across a cloud ecosystem
RU2666645C1 (en) * 2017-08-10 2018-09-11 Акционерное общество "Лаборатория Касперского" System and method for providing safe system configuration change
US11657145B2 (en) * 2017-11-09 2023-05-23 British Telecommunications Public Limited Company Vulnerability assessment of containerised installation
US10104103B1 (en) 2018-01-19 2018-10-16 OneTrust, LLC Data processing systems for tracking reputational risk via scanning and registry lookup
US10915638B2 (en) * 2018-05-16 2021-02-09 Target Brands Inc. Electronic security evaluator
US11544409B2 (en) 2018-09-07 2023-01-03 OneTrust, LLC Data processing systems and methods for automatically protecting sensitive data within privacy management systems
US10803202B2 (en) 2018-09-07 2020-10-13 OneTrust, LLC Data processing systems for orphaned data identification and deletion and related methods
US11144675B2 (en) 2018-09-07 2021-10-12 OneTrust, LLC Data processing systems and methods for automatically protecting sensitive data within privacy management systems
WO2022011142A1 (en) 2020-07-08 2022-01-13 OneTrust, LLC Systems and methods for targeted data discovery
US11704412B2 (en) * 2020-07-14 2023-07-18 Dell Products L.P. Methods and systems for distribution and integration of threat indicators for information handling systems
WO2022026564A1 (en) 2020-07-28 2022-02-03 OneTrust, LLC Systems and methods for automatically blocking the use of tracking tools
US11475165B2 (en) 2020-08-06 2022-10-18 OneTrust, LLC Data processing systems and methods for automatically redacting unstructured data from a data subject access request
WO2022060860A1 (en) 2020-09-15 2022-03-24 OneTrust, LLC Data processing systems and methods for detecting tools for the automatic blocking of consent requests
US12566885B2 (en) 2020-09-21 2026-03-03 OneTrust, LLC Data processing systems and methods for automatically detecting target data transfers and target data processing
US12265896B2 (en) 2020-10-05 2025-04-01 OneTrust, LLC Systems and methods for detecting prejudice bias in machine-learning models
WO2022099023A1 (en) 2020-11-06 2022-05-12 OneTrust, LLC Systems and methods for identifying data processing activities based on data discovery results
US11687528B2 (en) 2021-01-25 2023-06-27 OneTrust, LLC Systems and methods for discovery, classification, and indexing of data in a native computing system
WO2022170047A1 (en) 2021-02-04 2022-08-11 OneTrust, LLC Managing custom attributes for domain objects defined within microservices
US11494515B2 (en) 2021-02-08 2022-11-08 OneTrust, LLC Data processing systems and methods for anonymizing data samples in classification analysis
US11601464B2 (en) 2021-02-10 2023-03-07 OneTrust, LLC Systems and methods for mitigating risks of third-party computing system functionality integration into a first-party computing system
WO2022178089A1 (en) 2021-02-17 2022-08-25 OneTrust, LLC Managing custom workflows for domain objects defined within microservices
WO2022178219A1 (en) 2021-02-18 2022-08-25 OneTrust, LLC Selective redaction of media content
EP4305539A1 (en) 2021-03-08 2024-01-17 OneTrust, LLC Data transfer discovery and analysis systems and related methods
US11562078B2 (en) 2021-04-16 2023-01-24 OneTrust, LLC Assessing and managing computational risk involved with integrating third party computing functionality within a computing system
US12153704B2 (en) 2021-08-05 2024-11-26 OneTrust, LLC Computing platform for facilitating data exchange among computing environments
US11620142B1 (en) 2022-06-03 2023-04-04 OneTrust, LLC Generating and customizing user interfaces for demonstrating functions of interactive user environments

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060282830A1 (en) * 2005-06-13 2006-12-14 Microsoft Corporation Analysis of the impact of application programs on resources stored in data stores
US20110167474A1 (en) * 2008-07-24 2011-07-07 Zscaler, Inc. Systems and methods for mobile application security classification and enforcement
US20120072991A1 (en) * 2010-09-22 2012-03-22 Rohyt Belani Methods and systems for rating privacy risk of applications for smart phones and other mobile platforms
US20130227683A1 (en) * 2012-02-24 2013-08-29 Appthority, Inc. Quantifying the risks of applications for mobile devices
US20140237545A1 (en) * 2013-02-19 2014-08-21 Marble Security Hierarchical risk assessment and remediation of threats in mobile networking environment

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
MXPA04007406A (en) * 2003-05-17 2005-02-17 Microsoft Corp Mechanism for evaluating security risks.
CN104335220B (en) * 2012-03-30 2018-04-20 爱迪德技术有限公司 For preventing and detecting the method and system of security threat
US20140006418A1 (en) * 2012-07-02 2014-01-02 Andrea G. FORTE Method and apparatus for ranking apps in the wide-open internet

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060282830A1 (en) * 2005-06-13 2006-12-14 Microsoft Corporation Analysis of the impact of application programs on resources stored in data stores
US20110167474A1 (en) * 2008-07-24 2011-07-07 Zscaler, Inc. Systems and methods for mobile application security classification and enforcement
US20120072991A1 (en) * 2010-09-22 2012-03-22 Rohyt Belani Methods and systems for rating privacy risk of applications for smart phones and other mobile platforms
US20130227683A1 (en) * 2012-02-24 2013-08-29 Appthority, Inc. Quantifying the risks of applications for mobile devices
US20140237545A1 (en) * 2013-02-19 2014-08-21 Marble Security Hierarchical risk assessment and remediation of threats in mobile networking environment

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021174541A1 (en) * 2020-03-06 2021-09-10 深圳市欢太科技有限公司 Privacy security assessment method and apparatus, server, and storage medium

Also Published As

Publication number Publication date
US20160162269A1 (en) 2016-06-09

Similar Documents

Publication Publication Date Title
US20160162269A1 (en) Security evaluation and user interface for application installation
US20230156006A1 (en) Gateway enrollment for internet of things device management
US9934384B2 (en) Risk assessment for software applications
US10194266B2 (en) Enforcement of proximity based policies
CN103299314B (en) Real-time APP privacy control panel based on cloud
US11240257B2 (en) Domain name and URL visual verification for increased security
US20160164880A1 (en) Systems And Methods Of Transaction Authorization Using Server-Triggered Switching To An Integrity-Attested Virtual Machine
US9483636B2 (en) Runtime application integrity protection
EP3618347A1 (en) Method and device for inputting verification code
US12001558B2 (en) Methods, systems, articles of manufacture and apparatus to verify application permission safety
WO2017088135A1 (en) Method and device for configuring security indication information
CN106104552A (en) Grant the license associated with the app
US20160092887A1 (en) Application license distribution and management
WO2021011813A1 (en) Centralized volume encryption key management for edge devices with trusted platform modules
CN106815518A (en) One kind application installation method and electronic equipment
US12141270B2 (en) Methods and apparatus for comprehensive user-centric protection of digital assets
US11799894B2 (en) Dual network security assessment engine
US9973527B2 (en) Context-aware proactive threat management system
CN106384043B (en) Two-dimensional code safety protection method and related equipment
US11222135B2 (en) User device privacy protection
US11314870B1 (en) Auto-containment of potentially vulnerable applications
US9569433B1 (en) Mobile application analytics
JP5731586B2 (en) Double anti-phishing method and anti-phishing server via toolbar
CN115936724A (en) Service processing method, device, storage medium and electronic device
US9384022B1 (en) Automating display modes of files within a virtual machine

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 15865567

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 15865567

Country of ref document: EP

Kind code of ref document: A1