CN107294981A - A kind of method and apparatus of certification - Google Patents
A kind of method and apparatus of certification Download PDFInfo
- Publication number
- CN107294981A CN107294981A CN201710517649.4A CN201710517649A CN107294981A CN 107294981 A CN107294981 A CN 107294981A CN 201710517649 A CN201710517649 A CN 201710517649A CN 107294981 A CN107294981 A CN 107294981A
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- Prior art keywords
- mobile terminal
- certification
- multiple parameters
- analytical model
- mark
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0823—Network architectures or network communication protocols for network security for authentication of entities using certificates
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0876—Network architectures or network communication protocols for network security for authentication of entities based on the identity of the terminal or configuration, e.g. MAC address, hardware or software configuration or device fingerprint
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- Engineering & Computer Science (AREA)
- Computer Hardware Design (AREA)
- Computer Security & Cryptography (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Power Engineering (AREA)
- Telephone Function (AREA)
- Mobile Radio Communication Systems (AREA)
Abstract
The present invention proposes a kind of method and apparatus of certification, and wherein this method includes：The multiple parameters of mobile terminal are obtained, wherein the multiple parameters include：Running environment, collected user behavior feature and the mark for uniquely determining the mobile terminal；The multiple parameters are authenticated by default intelligent analytical model；When by default intelligent analytical model to the running environment in the multiple parameters, the checking of the user behavior feature and the mark all by when, the operator for confirming the mobile terminal is default user itself, and certification passes through.With this by being verified to the user behavior feature in multiple parameters, particularly multiple parameters, and the instant behavioural characteristic of user is dynamic, it is not easy to stolen, further increases the security of certification, it is ensured that the usage experience of user.
Description
Technical field
The present invention relates to field of authentication, more particularly to a kind of method and apparatus of certification.
Background technology
With the rapid development of Internet, the situation of network security is increasingly sophisticated changeable, people weigh increasingly to network security
Depending on authentication is ubiquitous, and conventional identification authentication mode can not meet the development of network security situation well.
Existing authentication techniques, such as conventional characters password, confirmation are pushed, PIN (Personal Identification
Number, individual's identification numeral) code, short message, voice all exist it is stolen so that the inadequate shortcoming of security.
Therefore a kind of more preferable certificate scheme of security is needed at present.
The content of the invention
For defect of the prior art, the present invention proposes a kind of method and apparatus of certification, by multiple parameters,
User behavior feature particularly in multiple parameters is verified, further increases the security of certification, it is ensured that user's
Usage experience.
Specifically, the present invention proposes embodiment in detail below：
The embodiment of the present invention proposes a kind of method of certification, including：
The multiple parameters of mobile terminal are obtained, wherein the multiple parameters include：Running environment, collected user behavior
Feature and the mark for uniquely determining the mobile terminal；
The multiple parameters are authenticated by default intelligent analytical model；
When by the intelligent analytical model to the running environment in the multiple parameters, the user behavior feature and
The checking of the mark all by when, the operator for confirming the mobile terminal is default user itself, and certification passes through.
In a specific embodiment, before the multiple parameters of mobile terminal are got, in addition to：
Receive certification request；Wherein, the information of mobile terminal to be certified is included in the certification request；
Mobile terminal corresponding with the certification request is matched based on described information；
Challenge authentication is sent to the mobile terminal, to cause multiple parameters described in the mobile terminal reporting.
In a specific embodiment, in addition to：
When by default intelligent analytical model to the running environment in the multiple parameters, the user behavior feature with
And the checking of the mark not exclusively by when, authentification failure, and terminate on the mobile terminal flow of the correspondence certification.
In a specific embodiment, in addition to：
Let pass the flow of the correspondence certification on the mobile terminal.
In a specific embodiment, the mark for each mobile terminal that is stored with the intelligent analytical model, and respectively
The human behavior feature of pre-set user corresponding to mobile terminal, and judge the running environment whether safety secure data
Storehouse；
This method also includes：
The multivariate data is stored in the database in the intelligent analytical model.
The embodiment of the present invention also proposed a kind of equipment of certification, including：
Acquisition module, the multiple parameters for obtaining mobile terminal, wherein the multiple parameters include：Running environment, institute
The user behavior feature of collection and the mark for uniquely determining the mobile terminal；
Authentication module, for being authenticated by default intelligent analytical model to the multiple parameters；
Determining module, for working as by the intelligent analytical model to the running environment in the multiple parameters, the use
The checking of family behavioural characteristic and the mark all by when, confirm the operator of the mobile terminal for default user from
Body, and certification passes through.
In a specific embodiment, the equipment also includes：
Request module, for receiving certification request；Wherein, mobile terminal to be certified is included in the certification request
Information；
Mobile terminal corresponding with the certification request is matched based on described information；
Challenge authentication is sent to the mobile terminal, to cause multiple parameters described in the mobile terminal reporting.
In a specific embodiment, the equipment also includes：
Module is terminated, it is described for working as by default intelligent analytical model to the running environment in the multiple parameters
The checking of user behavior feature and the mark not exclusively by when, authentification failure, and terminate correspondence on the mobile terminal
The flow of the certification.
In a specific embodiment, the equipment also includes：
Clearance module, the flow of the correspondence certification on the mobile terminal of letting pass.
In a specific embodiment, the mark for each mobile terminal that is stored with the intelligent analytical model, and respectively
The behavior human characteristic of pre-set user corresponding to mobile terminal, and judge the running environment whether safety secure data
Storehouse；
The equipment also includes：
Memory module, for the multivariate data to be stored in the database in the intelligent analytical model.
With this, the embodiment of the present invention proposes a kind of method and apparatus of certification, and wherein this method includes：Obtain mobile whole
The multiple parameters at end, wherein the multiple parameters include：Running environment, collected user behavior feature and for it is unique really
The mark of the fixed mobile terminal；The multiple parameters are authenticated by default intelligent analytical model；When by default
Intelligent analytical model to the running environment in the multiple parameters, the checking of the user behavior feature and the mark is all
By when, the operator for confirming the mobile terminal is default user itself, and certification passes through.Passed through with this to many radix scrophulariae
Number, the user behavior feature particularly in multiple parameters is verified, and the instant behavioural characteristic of user is dynamic, it is not easy to
It is stolen, further increase the security of certification, it is ensured that the usage experience of user.
Brief description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be attached to what is used required in embodiment
Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, therefore is not construed as pair
The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can also be according to this
A little accompanying drawings obtain other related accompanying drawings.
Fig. 1 is a kind of schematic flow sheet of the method for certification that the embodiment of the present invention is proposed；
Fig. 2 is a kind of schematic diagram of the method for certification that the embodiment of the present invention is proposed；
Fig. 3 is a kind of structural representation of the equipment for certification that the embodiment of the present invention is proposed；
Fig. 4 is a kind of structural representation of the equipment for certification that the embodiment of the present invention is proposed；
Fig. 5 is a kind of structural representation of the equipment for certification that the embodiment of the present invention is proposed；
Fig. 6 is a kind of structural representation of the equipment for certification that the embodiment of the present invention is proposed；
Fig. 7 is a kind of structural representation of the equipment for certification that the embodiment of the present invention is proposed.
Embodiment
Hereinafter, the various embodiments of the disclosure will be described more fully.The disclosure can have various embodiments, and
It can adjust and change wherein.It should be understood, however, that：It is limited to spy disclosed herein in the absence of by the various embodiments of the disclosure
Determine the intention of embodiment, but the disclosure should be interpreted as covering in the spirit and scope for the various embodiments for falling into the disclosure
All adjustment, equivalent and/or alternative.
Hereinafter, the term " comprising " that can be used in the various embodiments of the disclosure or " may include " indicate disclosed
Function, operation or the presence of element, and do not limit the increase of one or more functions, operation or element.In addition, such as existing
Used in the various embodiments of the disclosure, term " comprising ", " having " and its cognate are meant only to represent special characteristic, number
Word, step, operation, element, the combination of component or foregoing item, and be understood not to exclude first one or more other
Feature, numeral, step, operation, element, the presence of the combination of component or foregoing item or increase one or more features, numeral,
Step, operation, element, the possibility of the combination of component or foregoing item.
In the various embodiments of the disclosure, statement "or" or " in A or/and B at least one " include what is listed file names with
Any combinations of word or all combinations." A or B " or " in A or/and B at least one " may include A, may include for example, statement
B may include A and B both.
The statement (" first ", " second " etc.) used in the various embodiments of the disclosure can be modified to be implemented various
Various element in example, but corresponding element can not be limited.For example, presented above be not intended to limit the suitable of the element
Sequence and/or importance.The purpose presented above for being only used for differentiating an element and other elements.For example, the first user fills
Put and indicate different user device with second user device, although the two is all user's set.For example, not departing from each of the disclosure
In the case of the scope for planting embodiment, the first element is referred to alternatively as the second element, similarly, and the second element is also referred to as first
Element.
It should be noted that：, can be by the first composition member if an element ' attach ' to another element by description
Part is directly connected to the second element, and " connection " the 3rd can be constituted between the first element and the second element
Element.On the contrary, when an element " being directly connected to " is arrived into another element, it will be appreciated that be in the first element
And second the 3rd element is not present between element.
The term " user " used in the various embodiments of the disclosure, which may indicate that, to be used the people of electronic installation or uses electricity
The device (for example, artificial intelligence electronic installation) of sub-device.
The term used in the various embodiments of the disclosure is only used for describing the purpose of specific embodiment and not anticipated
In the various embodiments of the limitation disclosure.As used herein, singulative is intended to also include plural form, unless context is clear
Chu it is indicated otherwise.Unless otherwise defined, all terms (including the technical term and scientific terminology) tool being otherwise used herein
There is the implication identical implication that the various embodiment one skilled in the art with the disclosure are generally understood that.The term
(term such as limited in the dictionary typically used) is to be interpreted as having and the situational meaning in correlative technology field
Identical implication and it will be not construed as with Utopian implication or excessively formal implication, unless in the various of the disclosure
It is clearly defined in embodiment.
Embodiment 1
The embodiment of the present invention 1 discloses a kind of method of certification, as shown in figure 1, comprising the following steps：
Step 101, the multiple parameters for obtaining mobile terminal, wherein the multiple parameters include：Running environment, it is collected
User behavior feature and the mark for uniquely determining the mobile terminal；
Specifically, mobile terminal for example can be mobile phone, tablet personal computer etc., as long as the specific terminal device write
, herein and it is follow-up illustrated by taking mobile phone as an example, specific running environment includes network security when mobile phone is run
Whether environment, for example whether there is virus, or accessing high-risk website etc., and the behavioural characteristic of user, then be user's operation
The data caused by user biological behavior during mobile terminal, such as motion track, press pressure etc., it is then as mark
It is unique to be used for determining the mobile phone, to avoid using on other mobile phones, produced risk etc., namely follow-up checking,
Need environment during checking operation whether safe, whether the behavioural characteristic of user is the corresponding pre-set user (example of the mobile terminal
Such as it is the owner of mobile terminal), and whether run on the mobile phone that this is specified, only this three all meets, and all tests
Card passes through, and final checking can just pass through.
Step 102, by default intelligent analytical model the multiple parameters are authenticated；
Specifically, the mark for each mobile terminal that is stored with the intelligent analytical model, and corresponding to each mobile terminal
Pre-set user human behavior feature, and judge the running environment whether safety safety database；Can be right with this
Multiple parameters are effectively recognized, to determine whether to be verified, and it is normal finally to determine whether the corresponding operation of certification needs
Perform or should be aborted.
Step 103, when by the intelligent analytical model to the running environment in the multiple parameters, the user behavior
The checking of feature and the mark all by when, the operator for confirming the mobile terminal is default user itself, and is recognized
Card passes through.
Specifically, multiple parameters need all certifications to pass through, certification can just pass through.
Specifically, running environment needs to ensure that safety, such as value-at-risk are less than preset value, mark needs and safe number
According to the mark matching in storehouse, user behavior feature needs human behavior characteristic matching.
In a specific embodiment, before the multiple parameters of mobile terminal are got, in addition to：
Receive certification request；Wherein, the information of mobile terminal to be certified is included in the certification request；
Mobile terminal corresponding with the certification request is matched based on described information；
Challenge authentication is sent to the mobile terminal, to cause multiple parameters described in the mobile terminal reporting.
Specifically, multiple parameters can there is various ways in which to be obtained, the behavioural characteristic of such as user can for example lead to
The sensor crossed on mobile phone, such as gyroscope, GPS positioning device, pressure sensor etc. are obtained, and others for example run
Environment, then can for example be obtained by way of network is detected, mark can then carry out reading or marking from information
Knowledge is stored in default information character section.
In a specific embodiment, this method also includes：
When by default intelligent analytical model to the running environment in the multiple parameters, the user behavior feature with
And the checking of the mark not exclusively by when, authentification failure, and terminate on the mobile terminal flow of the correspondence certification.
Specifically, for example when the flow of correspondence certification is, for example, to pay, in the case, certification does not pass through, then needs end
The only flow of the payment, to ensure safety, it is to avoid risk.
In a specific embodiment, when certification by when, this method also includes：
Let pass the flow of the correspondence certification on the mobile terminal.
In a specific embodiment, this method also includes：
The multivariate data is stored in the database in the intelligent analytical model.
Specifically, the new data constantly produced, is stored in the database in intelligent analytical model with generating multivariate data,
So that follow-up identification is more and more accurate.
With this, in a specific embodiment, as shown in Fig. 2 a complete flow for authenticating ID is as follows：
1st, the service being certified initiates certification request to authentication processing service end.
2nd, corresponding mobile phone is this time asked in authentication processing service end matching
3rd, authentication processing server sends challenge authentication to user mobile phone
4th, current phone environment, user behavior pattern, handset security etc. information are sent to authentication processing clothes by mobile phone
Business device
5th, the information received is sent to big data machine learning server by authentication processing server
6th, big data machine learning server is according to the model analysis active user set up in user information collection flow
No is me, whether environment abnormal etc. and back-checking result
7th, service authorization request of the authentication processing server in check results clearance or the refusal first step.
With this, the authentication method of this programme, with following characteristics：
1st, the variation of safety certification theory, includes the information (mobile phone environment) known to three factor authentications, i.e. user, user
The certification facility (mobile phone is in itself) held, user biological feature (user behavior)；
2nd, sensitive data uses encryption technology, prevents data clear text from transmitting and storing；
3rd, certification mobile, variation, exclusiveization.Mobile, which is embodied in, utilizes the mobile device certifications such as mobile phone, variation
Then that the certification factor can be added and be deleted according to their needs, exclusiveization be embodied in it is domestic at present do not have also it is similar this
The authentication system of product；
4th, efficient, Intelligent Recognition analyze data is analyzed in rear end using machine learning, big data, accurate to judge that user authentication is
It is no legal；
5th, the difference maximum with the recognition of face in current society, fingerprint recognition, voice recognition, blink identification technology is
Three factors, the not single factor just can complete certification, and each factor duplication mimetism is very low.
6th, it is easy to use, safe and efficient, grow with each passing hour.
Embodiment 2
The embodiment of the present invention 2 discloses a kind of equipment of certification, as shown in figure 3, including：
Acquisition module 201, the multiple parameters for obtaining mobile terminal, wherein the multiple parameters include：Running environment,
Collected user behavior feature and the mark for uniquely determining the mobile terminal；
Authentication module 202, for being authenticated by default intelligent analytical model to the multiple parameters；
Determining module 203, for working as by default intelligent analytical model to the running environment in the multiple parameters, institute
State the checking of user behavior feature and the mark all by when, the operator for confirming the mobile terminal is default user
Itself, and certification passes through.
In a specific embodiment, as shown in figure 4, the equipment also includes：
Request module 204, for receiving certification request；Wherein, mobile end to be certified is included in the certification request
The information at end；
Mobile terminal corresponding with the certification request is matched based on described information；
Challenge authentication is sent to the mobile terminal, to cause multiple parameters described in the mobile terminal reporting.
In a specific embodiment, as shown in figure 5, the equipment also includes：
Module 205 is terminated, for working as by default intelligent analytical model to the running environment in the multiple parameters, institute
State the checking of user behavior feature and the mark not exclusively by when, authentification failure, and terminate it is right on the mobile terminal
Answer the flow of the certification.
In a specific embodiment, as shown in fig. 6, the equipment also includes：
Clearance module 206, the flow of the correspondence certification on the mobile terminal of letting pass.
In a specific embodiment, the mark for each mobile terminal that is stored with the intelligent analytical model, and respectively
The behavior human characteristic of pre-set user corresponding to mobile terminal, and judge the running environment whether safety secure data
Storehouse；
In a specific embodiment, as shown in fig. 7, the equipment also includes：Memory module 207, for will be described many
Metadata is stored in the database in the intelligent analytical model.
With this, the embodiment of the present invention proposes a kind of method and apparatus of certification, and wherein this method includes：Obtain mobile whole
The multiple parameters at end, wherein the multiple parameters include：Running environment, collected user behavior feature and for it is unique really
The mark of the fixed mobile terminal；The multiple parameters are authenticated by default intelligent analytical model；When by default
Intelligent analytical model to the running environment in the multiple parameters, the checking of the user behavior feature and the mark is all
By when, the operator for confirming the mobile terminal is default user itself, and certification passes through.Passed through with this to many radix scrophulariae
Number, the user behavior feature particularly in multiple parameters is verified, and the instant behavioural characteristic of user is dynamic, it is not easy to
It is stolen, further increase the security of certification, it is ensured that the usage experience of user.
It will be appreciated by those skilled in the art that accompanying drawing is a schematic diagram for being preferable to carry out scene, module in accompanying drawing or
Flow is not necessarily implemented necessary to the present invention.
It will be appreciated by those skilled in the art that the module in device in implement scene can be described according to implement scene into
Row is distributed in the device of implement scene, can also carry out one or more dresses that respective change is disposed other than this implement scene
In putting.The module of above-mentioned implement scene can be merged into a module, can also be further split into multiple submodule.
The invention described above sequence number is for illustration only, and the quality of implement scene is not represented.
Disclosed above is only several specific implementation scenes of the present invention, and still, the present invention is not limited to this, Ren Heben
What the technical staff in field can think change should all fall into protection scope of the present invention.
Claims (10)
1. a kind of method of certification, it is characterised in that including：
The multiple parameters of mobile terminal are obtained, wherein the multiple parameters include：Running environment, collected user behavior feature
And for uniquely determining the mark of the mobile terminal；
The multiple parameters are authenticated by default intelligent analytical model；
When by the intelligent analytical model to the running environment in the multiple parameters, the user behavior feature and described
The checking of mark all by when, the operator for confirming the mobile terminal is default user itself, and certification passes through.
2. a kind of method of certification as claimed in claim 1, it is characterised in that get mobile terminal multiple parameters it
Before, in addition to：
Receive certification request；Wherein, the information of mobile terminal to be certified is included in the certification request；
Mobile terminal corresponding with the certification request is matched based on described information；
Challenge authentication is sent to the mobile terminal, to cause multiple parameters described in the mobile terminal reporting.
3. a kind of method of certification as claimed in claim 1, it is characterised in that also include：
When by default intelligent analytical model to the running environment in the multiple parameters, the user behavior feature and institute
State the checking of mark not exclusively by when, authentification failure, and terminate on the mobile terminal flow of the correspondence certification.
4. a kind of method of certification as claimed in claim 1, it is characterised in that also include：
Let pass the flow of the correspondence certification on the mobile terminal.
5. a kind of method of certification as claimed in claim 1, it is characterised in that be stored with each move in the intelligent analytical model
The mark of dynamic terminal, and the pre-set user corresponding to each mobile terminal human behavior feature, and judge the operation ring
Border whether safety safety database；
This method also includes：
The multivariate data is stored in the database in the intelligent analytical model.
6. a kind of equipment of certification, it is characterised in that including：
Acquisition module, the multiple parameters for obtaining mobile terminal, wherein the multiple parameters include：Running environment, it is collected
User behavior feature and mark for uniquely determining the mobile terminal；
Authentication module, for being authenticated by default intelligent analytical model to the multiple parameters；
Determining module, for working as by the intelligent analytical model to the running environment in the multiple parameters, user's row
Be characterized and the mark checking all by when, the operator for confirming the mobile terminal is default user itself, and
Certification passes through.
7. a kind of equipment of certification as claimed in claim 6, it is characterised in that also include：
Request module, for receiving certification request；Wherein, the letter of mobile terminal to be certified is included in the certification request
Breath；
Mobile terminal corresponding with the certification request is matched based on described information；
Challenge authentication is sent to the mobile terminal, to cause multiple parameters described in the mobile terminal reporting.
8. a kind of equipment of certification as claimed in claim 6, it is characterised in that also include：
Module is terminated, for working as by default intelligent analytical model to the running environment in the multiple parameters, the user
The checking of behavioural characteristic and the mark not exclusively by when, authentification failure, and it is described to terminate correspondence on the mobile terminal
The flow of certification.
9. a kind of equipment of certification as claimed in claim 6, it is characterised in that also include：
Clearance module, the flow of the correspondence certification on the mobile terminal of letting pass.
10. a kind of equipment of certification as claimed in claim 6, it is characterised in that be stored with the intelligent analytical model each
The mark of mobile terminal, and the pre-set user corresponding to each mobile terminal behavior human characteristic, and judge the operation
Environment whether safety safety database；
The equipment also includes：
Memory module, for the multivariate data to be stored in the database in the intelligent analytical model.
Priority Applications (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710517649.4A CN107294981B (en) | 2017-06-29 | 2017-06-29 | Authentication method and equipment |
| PCT/CN2018/093618 WO2019001566A1 (en) | 2017-06-29 | 2018-06-29 | Authentication method and device |
| PCT/CN2018/093553 WO2019001558A1 (en) | 2017-06-29 | 2018-06-29 | Human and machine recognition method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710517649.4A CN107294981B (en) | 2017-06-29 | 2017-06-29 | Authentication method and equipment |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107294981A true CN107294981A (en) | 2017-10-24 |
| CN107294981B CN107294981B (en) | 2020-04-17 |
Family
ID=60099132
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710517649.4A Active CN107294981B (en) | 2017-06-29 | 2017-06-29 | Authentication method and equipment |
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| CN109361660A (en) * | 2018-09-29 | 2019-02-19 | 武汉极意网络科技有限公司 | Abnormal behaviour analysis method, system, server and storage medium |
| CN111723348A (en) * | 2019-03-18 | 2020-09-29 | 腾讯科技（深圳）有限公司 | Man-machine recognition method, device, equipment and storage medium |
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| Publication number | Publication date |
|---|---|
| CN107294981B (en) | 2020-04-17 |
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