CN112131110A - Multisource heterogeneous data probe method and device of smart phone system - Google Patents
Multisource heterogeneous data probe method and device of smart phone system Download PDFInfo
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Abstract
The invention discloses a multisource heterogeneous data probe method and a multisource heterogeneous data probe device for a smart phone system, wherein the method comprises the following steps: implanting an application management probe into an Android smart phone system, and dynamically detecting the installation and the uninstallation of applications; implanting a first data probe into a Library layer of an Android smart phone system Linux; implanting a second data probe into a Framework layer of an Android smart phone system Linux, and dynamically recording and applying a system application program interface resource calling the Framework layer; after the application management probe, the first data probe and the second data probe acquire data, uniformly calling an external data output interface and outputting the data acquired by the probes; the invention has the advantages that: ordinary testers can simply and easily obtain the dynamic behavior data and the network message data of the APP, and the test results are comprehensive and accurate.
Description
Technical Field
The invention relates to the field of system application detection, in particular to a multisource heterogeneous data probe method and device of a smart phone system.
Background
With the development of mobile internet technology, mobile phone applications installed on smart phones are more and more, and detecting the mobile phone applications is a technical problem to be solved urgently.
At present, usually, a mode that a tester directly operates a mobile phone is adopted to install and operate an APP. The dynamic behavior of the APP in the mobile phone is not easy to be monitored simply by a tester, generally, the dynamic behavior is obtained by reading the log information of the mobile phone, programming program codes are written and injected into the application for HOOK, and a network is built in the external link of the mobile phone for packet capture analysis. Generally speaking, these professional actions are too poor in operability, require deep analysis by professional personnel, cannot be easily realized by a large number of ordinary test personnel, and are not comprehensive and accurate in test results.
Chinese patent publication No. CN110837472A discloses a browser testing method, device and computer equipment, which keep a complete browser environment and still operate an integral browser when a browser test is performed, on the basis, a testing tool and a tested object, namely the browser are isolated on a process, the testing tool is operated in a testing process with low authority, a browser code to be tested which is inserted is operated in a browser process with high authority, and the situation that a user normally accesses the browser is simulated, so that the browser is subjected to cross-process and cross-authority tests under the condition of simulating normal interaction, and the tests are more in line with the actual condition when the user daily operates the browser, and the universal and easily-reproducible security loopholes of the browser are more easily excavated, so that the browser can be further accurately and accurately tested, And (4) fully excavating. However, the method mainly simulates the situation that a user normally accesses the browser and cannot acquire the dynamic behavior data and the network message data of the APP, so that ordinary testers cannot easily test the APP, and the test result is incomplete and inaccurate.
Disclosure of Invention
The invention aims to solve the technical problem that the prior art system application detection method cannot or is difficult to obtain the dynamic behavior data and the network message data of the APP, so that common testers cannot easily test the APP, and the test result is incomplete and inaccurate.
The invention solves the technical problems through the following technical means: a multi-source heterogeneous data probe method for a smartphone system, the method comprising:
implanting an application management probe into an Android smart phone system, wherein the probe monitors addition and deletion signals of an application in the phone system by taking MD5 of an application file as a unique data hash association clue, dynamically detects installation and uninstallation of the application, records basic information of the application, and is used for application association of a subsequent data probe;
implanting a first data probe into a Library layer of an Android smart phone system Linux, wherein the probe adopts a replacement algorithm of a C Library interface function, overlaps data bypass acquisition capacity, and records a bottom layer dynamic recording file, a handle read-write of a network and a call of a dynamic Library application program interface;
implanting a second data probe into a Framework layer of an Android smart phone system Linux, wherein the probe adopts a replacement algorithm of a JAVA library interface function, overlaps data bypass acquisition capacity, and dynamically records and applies a system application program interface resource calling the Framework layer;
after the application management probe, the first data probe and the second data probe acquire data, the external data output interface is called uniformly, and the data acquired by the probes are output.
According to the method, the application management probe, the data probe implanted in the Library layer of the Android smart phone Linux, the data probe implanted in the Framework layer of the Android smart phone Linux and the data probe implanted in the Framework layer of the Android smart phone are respectively implanted in the Android smart phone system, after data are acquired by data probes with different structures from various sources, an external data output interface is called uniformly, the data are acquired by the probes in a standardized output mode, ordinary testers can simply and easily acquire dynamic behavior data and network message data of the APP, the ordinary testers can test the APP, and the test results are comprehensive and accurate.
Further, implanting an application management probe into the Android smart phone system, where the probe uses the MD5 as a unique data hash association clue, monitors addition and deletion signals of the application in the mobile phone system, dynamically detects installation and uninstallation of the application, and records basic information of the application, and includes: in a PackageManager service of an Android smartphone system, a first probe code is implanted, a user account, a package name and an MD5 corresponding list of an application are added when the application is installed, the MD5 and the user account corresponding list of the application are deleted after the application is uninstalled, the installation and the uninstallation of the application are dynamically detected, and basic information of the application is recorded, wherein the basic information of the application comprises the application name, the package name, the MD5 and the user account.
Further, implanting a first data probe into the Library layer of the Linux of the Android smart phone system, wherein the probe adopts a replacement algorithm of a C Library interface function, overlaps data bypass acquisition capacity, and records calling of a dynamic Library application program interface, including: and implanting a second probe code into a C/C + + basic library file of the Linux Android smart phone system, wherein the probe adopts a replacement algorithm of a JAVA library interface function, superposes the data bypass acquisition capacity, monitors and records the read-write file and the network handle of the Android application, records an application program interface of a calling basic shared library in real time, corresponds the monitoring and recording result to the user account number, the package name and the MD5 of the application, and calls a timestamp.
Further, implanting a second data probe into a Framework layer of an Android smart phone system Linux, and dynamically recording and applying a system application program interface resource calling the Framework layer, includes: implanting a third probe code in PackageManager, TelephonyManage, ContentProvider, LocatenManager and MediaFramework services of an Android intelligent mobile phone system Linux, calling the reading and writing of mobile phone data information, calling network transceiving and calling application program interface resources for transmitting and receiving mobile phone short messages for Android application to perform real-time recording, corresponding the recording result to an application user account number, a packet name and MD5, and calling a timestamp.
Further, after the application management probe, the first data probe and the second data probe acquire data, the external data output interface is called uniformly, and the data acquired by the probe is output in a standardized manner, including: the method comprises the steps that basic information of application is recorded by an application management probe, after dynamic data are collected by a first data probe implanted in a Library layer and a second data probe implanted in a Framework layer, an external output interface is called in a concurrent and unified mode, data collected by the probes are output, and the output data collected by the probes comprise behaviors collected by the first data probe and the second data probe, an application user account number, an application package name, an application MD5 and a timestamp.
The invention also provides a multisource heterogeneous data probe device of the smart phone system, which comprises the following components:
the system comprises an application management probe module, an application management probe module and a data processing module, wherein the application management probe module is used for implanting an application management probe into an Android smart phone system, the probe adopts the MD5 of the application as a unique data hash correlation clue, monitors addition and deletion signals of the application in the phone system, dynamically detects installation and uninstallation of the application, and records basic information of the application;
the system comprises a first data probe module, a second data probe module and a third data probe module, wherein the first data probe module is used for implanting a first data probe into a Library layer of Linux of an Android smart phone system, the first data probe adopts a replacement algorithm of a C Library interface function, overlaps data bypass acquisition capacity, and records a dynamic recording file, a handle read-write of a network and call of an application program interface of a dynamic Library on a bottom layer;
the second data probe module is used for implanting a second data probe into a Framework layer of the Android smart phone system Linux, the probe adopts a replacement algorithm of a JAVA library interface function, overlaps data bypass acquisition capacity, and dynamically records and applies system application program interface resources calling the Framework layer;
and the data output module is used for uniformly calling an external data output interface after the application management probe, the first data probe and the second data probe acquire data, and outputting the data acquired by the probes.
Further, the application management probe module is further configured to: in the PackageManager service of the Android smart phone system, a first probe code is implanted, and the probe monitors addition and deletion signals of an application in the mobile phone system by taking the MD5 of the application as a unique data hash association clue. The method comprises the steps of adding a corresponding list of a user account, a package name and an MD5 of an application when the application is installed, deleting the corresponding list of the MD5 and the user account of the application after the application is uninstalled, dynamically detecting the installation and the uninstallation of the application, and recording basic information of the application, wherein the basic information of the application comprises the name, the package name, the MD5 and the user account of the application.
Further, the first data probe module is further configured to: and implanting a second probe code into a C/C + + basic library file of the Linux Android smart phone system, monitoring and recording the read-write file and the network handle of the Android application, recording an application program interface of the calling basic shared library in real time, corresponding a monitoring and recording result to the user account, the package name and the MD5 of the application, and calling a timestamp.
Further, the second data probe module is further configured to: implanting a third probe code in PackageManager, TelephonyManage, ContentProvider, LocatenManager and MediaFramework services of an Android intelligent mobile phone system Linux, calling the reading and writing of mobile phone data information, calling network transceiving and calling application program interface resources for transmitting and receiving mobile phone short messages for Android application to perform real-time recording, corresponding the recording result to an application user account number, a packet name and MD5, and calling a timestamp.
Further, the data output module is further configured to: the method comprises the steps that basic information of application is recorded by an application management probe, after dynamic data are collected by a first data probe implanted in a Library layer and a second data probe implanted in a Framework layer, an external output interface is called in a concurrent and unified mode, data collected by the probes are output, and the output data collected by the probes comprise behaviors collected by the first data probe and the second data probe, an application user account number, an application package name, an application MD5 and a timestamp.
The invention has the advantages that: according to the method, the application management probe, the data probe implanted in the Library layer of the Android smart phone Linux, the data probe implanted in the Framework layer of the Android smart phone Linux and the data probe implanted in the Framework layer of the Android smart phone are respectively implanted in the Android smart phone system, after data are acquired by data probes with different structures from various sources, an external data output interface is called uniformly, the data are acquired by the probes in a standardized output mode, ordinary testers can simply and easily acquire dynamic behavior data and network message data of the APP, the ordinary testers can test the APP, and the test results are comprehensive and accurate.
Drawings
Fig. 1 is a flowchart of a multi-source heterogeneous data probe method of a smartphone system according to an embodiment of the present invention;
fig. 2 is a block diagram of a multi-source heterogeneous data probe apparatus of a smartphone system according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the embodiments of the present invention, and it is obvious that the described embodiments are some embodiments of the present invention, but not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Example 1
As shown in fig. 1, a multi-source heterogeneous data probe method of a smartphone system includes:
step S1: implanting an application management probe into an Android smart phone system, dynamically detecting the installation and the uninstallation of applications, and recording basic information of the applications; the specific process is as follows: in a PackageManager service of an Android smartphone system, a first probe code is implanted, a user account, a package name and an MD5 corresponding list of an application are added when the application is installed, the MD5 and the user account corresponding list of the application are deleted after the application is uninstalled, the installation and the uninstallation of the application are dynamically detected, and basic information of the application is recorded, wherein the basic information of the application comprises the application name, the package name, the MD5 and the user account.
Step S2: implanting a first data probe into a Library layer of an Android smart phone system Linux, and dynamically recording files, network handle reading and writing and recording calling of a dynamic Library application program interface on a bottom layer; the specific process is as follows: and implanting a second probe code into a C/C + + basic library file of an Android smart phone system Linux, monitoring and recording an Android application read-write file and a network handle, recording an application program interface of a calling basic shared library in real time, and corresponding a monitoring and recording result to a calling timestamp accurate to millisecond level with an application user account number, a package name and MD 5.
Step S3: implanting a second data probe into a Framework layer of an Android smart phone system Linux, and dynamically recording and applying a system application program interface resource calling the Framework layer; the specific process is as follows: implanting a third probe code into services such as PackageManager, TelephonyManage, ContentProvider, LocatenManager and MediaFramework of an Android intelligent mobile phone system Linux, calling application program interface resources for reading and writing of mobile phone data information, calling network transceiving and calling mobile phone short message transceiving for Android application to perform real-time recording, and corresponding a recording result to an application user account number, a packet name and MD5 to obtain a calling timestamp accurate to millisecond level.
Step S4: after the application management probe, the first data probe and the second data probe acquire data, the external data output interface is called uniformly, and the data acquired by the probes are output. The specific process is as follows: the method comprises the steps that basic information of application is recorded by an application management probe, after dynamic data are collected by a first data probe implanted in a Library layer and a second data probe implanted in a Framework layer, an external output interface is called in a concurrent and unified mode, data collected by the probes are output, and the output data collected by the probes comprise behaviors collected by the first data probe and the second data probe, an application user account number, an application package name, an application MD5 and a timestamp. For example, the application a reads a mobile phone address book, reads a short message record, reads a call record, sends a short message and a network access address H, and outputs behavior information data of the application to the outside after calling an interface concurrently.
According to the technical scheme, the multisource heterogeneous data probe method of the smart phone system, provided by the invention, the application management probe is implanted into the Android smart phone system, the data probe is implanted into the Library layer of the Android smart phone Linux, the data probe is implanted into the Framework layer of the Android smart phone, the external data output interface is uniformly called after the data probes with different structures from multiple sources acquire data, the data are acquired by the probe in a standardized output mode, ordinary testers can simply and easily acquire the dynamic behavior data and the network message data of the APP, the ordinary testers can test the APP, and the test results are comprehensive and accurate.
Example 2
As shown in fig. 2, corresponding to embodiment 1 of the present invention, embodiment 2 of the present invention further provides a multi-source heterogeneous data probe apparatus for a smartphone system, where the apparatus includes:
the application management probe module 201 is used for implanting an application management probe into an Android smart phone system, dynamically detecting installation and uninstallation of applications, and recording basic information of the applications;
the first data probe module 202 is used for implanting a first data probe into a Library layer of the Linux of the Android smart phone system, dynamically recording files on a bottom layer, reading and writing handles of a network, and recording calling of an application program interface of a dynamic Library;
the second data probe module 203 is used for implanting a second data probe into a Framework layer of the Android smart phone system Linux, and dynamically recording and applying a system application program interface resource calling the Framework layer;
and the data output module 204 is used for uniformly calling an external data output interface after the application management probe, the first data probe and the second data probe acquire data, and outputting the data acquired by the probes.
Specifically, the application management probe module 201 is further configured to: in a PackageManager service of an Android smartphone system, a first probe code is implanted, a user account, a package name and an MD5 corresponding list of an application are added when the application is installed, the MD5 and the user account corresponding list of the application are deleted after the application is uninstalled, the installation and the uninstallation of the application are dynamically detected, and basic information of the application is recorded, wherein the basic information of the application comprises the application name, the package name, the MD5 and the user account.
Specifically, the first data probe module 202 is further configured to: and implanting a second probe code into a C/C + + basic library file of the Linux Android smart phone system, monitoring and recording the read-write file and the network handle of the Android application, recording an application program interface of the calling basic shared library in real time, corresponding a monitoring and recording result to the user account, the package name and the MD5 of the application, and calling a timestamp.
Specifically, the second data probe module 203 is further configured to: implanting a third probe code in PackageManager, TelephonyManage, ContentProvider, LocatenManager and MediaFramework services of an Android intelligent mobile phone system Linux, calling the reading and writing of mobile phone data information, calling network transceiving and calling application program interface resources for transmitting and receiving mobile phone short messages for Android application to perform real-time recording, corresponding the recording result to an application user account number, a packet name and MD5, and calling a timestamp.
Specifically, the data output module 204 is further configured to: the method comprises the steps that basic information of application is recorded by an application management probe, after dynamic data are collected by a first data probe implanted in a Library layer and a second data probe implanted in a Framework layer, an external output interface is called in a concurrent and unified mode, data collected by the probes are output, and the output data collected by the probes comprise behaviors collected by the first data probe and the second data probe, an application user account number, an application package name, an application MD5 and a timestamp.
According to the technical scheme, the multisource heterogeneous data probe device of the intelligent mobile phone system is characterized in that the application management probe is implanted into the Android intelligent mobile phone system, the data probe is implanted into the Library layer of the Android intelligent mobile phone Linux, the data probe is implanted into the Framework layer of the Android intelligent mobile phone, the external data output interface is called uniformly after the data probes with different structures from multiple sources collect data, the data are output by the probes in a standardized mode, ordinary testers can simply and easily obtain the dynamic behavior data and the network message data of the APP, the ordinary testers can test the APP, and the test results are comprehensive and accurate.
The above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (10)
1. A multi-source heterogeneous data probe method of a smartphone system, the method comprising:
implanting an application management probe into an Android smart phone system, dynamically detecting the installation and the uninstallation of applications, and recording basic information of the applications;
implanting a first data probe into a Library layer of an Android smart phone system Linux, and dynamically recording files, network handle reading and writing and recording calling of a dynamic Library application program interface on a bottom layer;
implanting a second data probe into a Framework layer of an Android smart phone system Linux, and dynamically recording and applying a system application program interface resource calling the Framework layer;
after the application management probe, the first data probe and the second data probe acquire data, the external data output interface is called uniformly, and the data acquired by the probes are output.
2. The multisource heterogeneous data probing method for the smartphone system according to claim 1, wherein implanting an application management probe into the Android smartphone system, dynamically detecting installation and uninstallation of applications, and recording basic information of the applications comprises: in a PackageManager service of an Android smartphone system, a first probe code is implanted, a user account, a package name and an MD5 corresponding list of an application are added when the application is installed, the MD5 and the user account corresponding list of the application are deleted after the application is uninstalled, the installation and the uninstallation of the application are dynamically detected, and basic information of the application is recorded, wherein the basic information of the application comprises the application name, the package name, the MD5 and the user account.
3. The multisource heterogeneous data probe method of the smartphone system according to claim 1, wherein the implanting of the first data probe into the Library layer of the Linux of the Android smartphone system, the recording of the call of the application program interface of the dynamic Library on the bottom dynamic recording file, the reading and writing of the handle of the network, and the recording of the call of the application program interface of the dynamic Library, comprises: and implanting a second probe code into a C/C + + basic library file of the Linux Android smart phone system, monitoring and recording the read-write file and the network handle of the Android application, recording an application program interface of the calling basic shared library in real time, corresponding a monitoring and recording result to the user account, the package name and the MD5 of the application, and calling a timestamp.
4. The method for the multisource heterogeneous data probe of the smartphone system according to claim 1, wherein the implanting of the second data probe into a Framework layer of an Android smartphone system Linux, and the dynamic recording of the system application program interface resource for calling the Framework layer by the application, comprises: implanting a third probe code in PackageManager, TelephonyManage, ContentProvider, LocatenManager and MediaFramework services of an Android intelligent mobile phone system Linux, calling the reading and writing of mobile phone data information, calling network transceiving and calling application program interface resources for transmitting and receiving mobile phone short messages for Android application to perform real-time recording, corresponding the recording result to an application user account number, a packet name and MD5, and calling a timestamp.
5. The method of claim 1, wherein after the application management probe, the first data probe and the second data probe collect data, an external data output interface is called uniformly to standardize data collected by the output probe, and the method comprises: the method comprises the steps that basic information of application is recorded by an application management probe, after dynamic data are collected by a first data probe implanted in a Library layer and a second data probe implanted in a Framework layer, an external output interface is called in a concurrent and unified mode, data collected by the probes are output, and the output data collected by the probes comprise behaviors collected by the first data probe and the second data probe, an application user account number, an application package name, an application MD5 and a timestamp.
6. A multi-source heterogeneous data probe apparatus for a smartphone system, the apparatus comprising:
the Android smart phone system comprises an application management probe module, a storage module and a display module, wherein the application management probe module is used for implanting an application management probe into the Android smart phone system, dynamically detecting the installation and the uninstallation of applications and recording basic information of the applications;
the first data probe module is used for implanting a first data probe into a Library layer of an Android smart phone system Linux, dynamically recording files on a bottom layer, reading and writing handles of a network and recording the calling of an application program interface of a dynamic Library;
the second data probe module is used for implanting a second data probe into a Framework layer of an Android smart phone system Linux, and dynamically recording and applying system application program interface resources for calling the Framework layer;
and the data output module is used for uniformly calling an external data output interface after the application management probe, the first data probe and the second data probe acquire data, and outputting the data acquired by the probes.
7. The multi-source heterogeneous data probe apparatus of a smartphone system of claim 6, wherein the application management probe module is further configured to: in a PackageManager service of an Android smartphone system, a first probe code is implanted, a user account, a package name and an MD5 corresponding list of an application are added when the application is installed, the MD5 and the user account corresponding list of the application are deleted after the application is uninstalled, the installation and the uninstallation of the application are dynamically detected, and basic information of the application is recorded, wherein the basic information of the application comprises the application name, the package name, the MD5 and the user account.
8. The multi-source heterogeneous data probe device of a smartphone system of claim 6, wherein the first data probe module is further configured to: and implanting a second probe code into a C/C + + basic library file of the Linux Android smart phone system, monitoring and recording the read-write file and the network handle of the Android application, recording an application program interface of the calling basic shared library in real time, corresponding a monitoring and recording result to the user account, the package name and the MD5 of the application, and calling a timestamp.
9. The multi-source heterogeneous data probe apparatus of a smartphone system of claim 6, wherein the second data probe module is further configured to: implanting a third probe code in PackageManager, TelephonyManage, ContentProvider, LocatenManager and MediaFramework services of an Android intelligent mobile phone system Linux, calling the reading and writing of mobile phone data information, calling network transceiving and calling application program interface resources for transmitting and receiving mobile phone short messages for Android application to perform real-time recording, corresponding the recording result to an application user account number, a packet name and MD5, and calling a timestamp.
10. The multi-source heterogeneous data probe device of the smartphone system of claim 6, wherein the data output module is further configured to: the method comprises the steps that basic information of application is recorded by an application management probe, after dynamic data are collected by a first data probe implanted in a Library layer and a second data probe implanted in a Framework layer, an external output interface is called in a concurrent and unified mode, data collected by the probes are output, and the output data collected by the probes comprise behaviors collected by the first data probe and the second data probe, an application user account number, an application package name, an application MD5 and a timestamp.
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