CN109933963A - One kind knowing method for distinguishing for user behavior track characteristic - Google Patents
One kind knowing method for distinguishing for user behavior track characteristic Download PDFInfo
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- CN109933963A CN109933963A CN201910216805.2A CN201910216805A CN109933963A CN 109933963 A CN109933963 A CN 109933963A CN 201910216805 A CN201910216805 A CN 201910216805A CN 109933963 A CN109933963 A CN 109933963A
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Abstract
The present invention provides one kind and knows method for distinguishing for user behavior track characteristic, the described method comprises the following steps: establishing user behavior habit library, page load, behavioural habits acquisition, data transmission, certification；It is of the invention a kind of for user behavior track characteristic knowledge method for distinguishing, provide a kind of authentication method of completely new identity information, the certification of subscriber identity information can be carried out under the premise of not increasing user's operation, reduce the cost of authenticating identity information, the safety of the accuracy and account of authenticating identity information is improved, user experience is promoted.
Description
Technical field
The invention belongs to account safety protection technique field, in particular to it is a kind of for user behavior track characteristic identification
Method.
Background technique
With the development of Internet application, internet payment has become a kind of conveniently mainstream means of payment, more
Payment services are provided come more websites and application program for user.But there are certain risks for internet payment.Currently,
Most of website and application program are all that user is authenticated by username and password, and user logs in website or application program
When, after inputting preset username and password, password authentification can be passed through and obtain corresponding service.However, this fixation
Once username and password leakage occurs, the account of user can be made password authentification mode by other people except account holder
With being allowed in unsafe state, therefore re-authentication comes into being.Traditional re-authentication mode is by belonging to ip
Area, institutional affiliation carry out the Activity recognition to user.But IP increasingly weakens in the effect as user identifier at present, from
And strong influence has arrived its validity in terms of safety precaution and risk control, or is sent by SMS to user
One disposable code, sends a disposable code to user by Email, sends one to user by Email
A link, it is desirable that user clicks, it is desirable that user answers the preset safety problem of account, it is desirable that user provides other identifying datas etc.
Deng.But these re-authentication modes all propose additional operation requirement to user, such as receive short message code, answer peace
Full problem etc..Operation other than these normal logins, extends the process of user authentication, therefore can bring offending use
Family experience, also, there are inevitable loopholes in safety for the mode of these secondary verifyings.For example, if account is held
Except people other people obtain user and password while also obtain account holder Email access authority, that
It can also be by the completion of other people except account holder by the re-authentication mode of Email.Therefore, traditional two
Secondary authentication mode will be without any certification effect, and safety is still very low.Based on this, the present invention proposes a kind of for user behavior
Track characteristic knows method for distinguishing.
Summary of the invention
It is of the existing technology in order to solve the problems, such as, the present invention provides it is a kind of for user behavior track characteristic identification
Method provides a kind of authentication method of completely new identity information, user can be carried out under the premise of not increasing user's operation
The certification of identity information reduces the cost of authenticating identity information, improves the accuracy of authenticating identity information and the safety of account
Property, promote user experience.
To achieve the goals above, the present invention is to realize by the following technical solutions: one kind is for user behavior rail
Mark feature knows method for distinguishing, the described method comprises the following steps:
Step 1: user behavior habit library is established；Firstly, mouse sliding trace when being surfed the Internet according to user, sliding frequency, pause
Whether point, pause duration, the page pull down, fall times, drop-down speed in frequency state, click coordinate value, click interval and number
User behavior habit library is established, initial value is preset；
Step 2: page load；When user's online needs to carry out authentication, first loading page, the page loads successfully laggard
Row behavioural habits obtain；
Step 3: behavioural habits obtain；First obtain mouse initial position co-ordinates value, then obtain mouse sliding trace, whether into
The drop-down of the row page, the distance of drop-down, drop-down duration and frequency, sliding pause point, the pause duration of each pause point, when clicking
Coordinate value clicks time interval and number；
Step 4: data transmission；After behavioural habits obtain, information is transferred to server-side, server-side receive initial coordinate values,
Whether mouse sliding trace, sliding frequency, pause point, pause duration, the page pull down, fall times, drop-down speed in frequency state,
Click coordinate value is finally authenticated after clicking the information such as interval and number；
Step 5: certification；Server-side is accustomed to whether the user behavior that library judgement is got meets user's habit according to user behavior
And preset value error range gives certain score value according to matching degree if met, and records and learns user's acquired behavior rail
Mark error amount is adjusted default error range value, returns to final score value, if do not met, returns to default score value.
As a kind of preferred embodiment of the invention, when carrying out behavioural habits acquisition in the step 3, user accesses page
Generally can all there be fixed habitually access mode when face, such as directly input the mode of network address, or pass through internet hunt
The modes such as engine, browser bookmark column, Web side navigation, but after user accesses successfully, had by the access of such customary way
The initial coordinate values of fixed range, initial coordinate can be then in red frame internal coordinate, such as by way of internet search engine
User moves in loading page, also mobile for the regional scope of user's normal habitual.
As a kind of preferred embodiment of the invention, in the step 1 when establishing user behavior habit library, need to repeatedly grasp
Make, then behavioural habits are extracted and summarized.
As a kind of preferred embodiment of the invention, click time interval and number in the step 3 are same once-through operation
In mouse click time interval and number.
The invention has the benefit that
1, the present invention is a kind of provides a kind of certification of completely new identity information for user behavior track characteristic knowledge method for distinguishing
Method, can carry out the certification of subscriber identity information under the premise of not increasing user's operation, reduce authenticating identity information at
This, improves the safety of the accuracy and account of authenticating identity information, promotes user experience.
2, the present invention is a kind of can be suitable for all online identity information for user behavior track characteristic knowledge method for distinguishing
Certification, it is convenient and efficient, can effectively ensure that the information security of user, the property safety of people made to be protected.
3, a kind of method and step for the identification of user behavior track characteristic of the present invention is succinct, is practised by the behavior to user
It is used to be identified, it is difficult to be imitated in the short time, identification is accurate, is suitble to promote.
Detailed description of the invention
Fig. 1 is a kind of schematic diagram that method for distinguishing is known for user behavior track characteristic.
Fig. 2 is a kind of flow chart that method for distinguishing is known for user behavior track characteristic.
Specific embodiment
To be easy to understand the technical means, the creative features, the aims and the efficiencies achieved by the present invention, below with reference to
Specific embodiment, the present invention is further explained.
Please refer to Fig. 1 to Fig. 2, the present invention provides a kind of technical solution: it is a kind of for user behavior track characteristic identification
Method the described method comprises the following steps:
Step 1: user behavior habit library is established；Firstly, mouse sliding trace when being surfed the Internet according to user, sliding frequency, pause
Whether point, pause duration, the page pull down, fall times, drop-down speed in frequency state, click coordinate value, click interval and number
User behavior habit library is established, initial value is preset；
Step 2: page load；When user's online needs to carry out authentication, first loading page, the page loads successfully laggard
Row behavioural habits obtain；
Step 3: behavioural habits obtain；First obtain mouse initial position co-ordinates value, then obtain mouse sliding trace, whether into
The drop-down of the row page, the distance of drop-down, drop-down duration and frequency, sliding pause point, the pause duration of each pause point, when clicking
Coordinate value clicks time interval and number；
Step 4: data transmission；After behavioural habits obtain, information is transferred to server-side, server-side receive initial coordinate values,
Whether mouse sliding trace, sliding frequency, pause point, pause duration, the page pull down, fall times, drop-down speed in frequency state,
Click coordinate value is finally authenticated after clicking the information such as interval and number；
Step 5: certification；Server-side is accustomed to whether the user behavior that library judgement is got meets user's habit according to user behavior
And preset value error range gives certain score value according to matching degree if met, and records and learns user's acquired behavior rail
Mark error amount is adjusted default error range value, returns to final score value, if do not met, returns to default score value.
As a kind of preferred embodiment of the invention, when carrying out behavioural habits acquisition in the step 3, user accesses page
Generally can all there be fixed habitually access mode when face, such as directly input the mode of network address, or pass through internet hunt
The modes such as engine, browser bookmark column, Web side navigation, but after user accesses successfully, had by the access of such customary way
The initial coordinate values of fixed range, initial coordinate can be then in red frame internal coordinate, such as by way of internet search engine
User moves in loading page, also mobile for the regional scope of user's normal habitual.
As a kind of preferred embodiment of the invention, in the step 1 when establishing user behavior habit library, need to repeatedly grasp
Make, then behavioural habits are extracted and summarized.
As a kind of preferred embodiment of the invention, click time interval and number in the step 3 are same once-through operation
In mouse click time interval and number.
The above shows and describes the basic principles and main features of the present invention and the advantages of the present invention, for this field skill
For art personnel, it is clear that invention is not limited to the details of the above exemplary embodiments, and without departing substantially from spirit of the invention or
In the case where essential characteristic, the present invention can be realized in other specific forms.Therefore, in all respects, should all incite somebody to action
Embodiment regards exemplary as, and is non-limiting, the scope of the present invention by appended claims rather than on state
Bright restriction, it is intended that including all changes that fall within the meaning and scope of the equivalent elements of the claims in the present invention
It is interior.Any reference signs in the claims should not be construed as limiting the involved claims.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped
Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should
It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
The other embodiments being understood that.
Claims (4)
1. one kind knows method for distinguishing for user behavior track characteristic, which is characterized in that the described method comprises the following steps:
Step 1: user behavior habit library is established；Firstly, mouse sliding trace when being surfed the Internet according to user, sliding frequency, pause
Whether point, pause duration, the page pull down, fall times, drop-down speed in frequency state, click coordinate value, click interval and number
User behavior habit library is established, initial value is preset；
Step 2: page load；When user's online needs to carry out authentication, first loading page, the page loads successfully laggard
Row behavioural habits obtain；
Step 3: behavioural habits obtain；First obtain mouse initial position co-ordinates value, then obtain mouse sliding trace, whether into
The drop-down of the row page, the distance of drop-down, drop-down duration and frequency, sliding pause point, the pause duration of each pause point, when clicking
Coordinate value clicks time interval and number；
Step 4: data transmission；After behavioural habits obtain, information is transferred to server-side, server-side receive initial coordinate values,
Whether mouse sliding trace, sliding frequency, pause point, pause duration, the page pull down, fall times, drop-down speed in frequency state,
Click coordinate value is finally authenticated after clicking the information such as interval and number；
Step 5: certification；Server-side is accustomed to whether the user behavior that library judgement is got meets user's habit according to user behavior
And preset value error range gives certain score value according to matching degree if met, and records and learns user's acquired behavior rail
Mark error amount is adjusted default error range value, returns to final score value, if do not met, returns to default score value.
2. according to claim 1 a kind of for user behavior track characteristic knowledge method for distinguishing, which is characterized in that described
When carrying out behavioural habits acquisition in step 3, generally can all there be fixed habitually access mode in user to access pages when,
The mode of network address is such as directly inputted, or by modes such as internet search engine, browser bookmark column, Web side navigations, but used
After family accesses successfully, the initial coordinate values of fixed range are had by the access of such customary way, pass through internet search engine
Mode initial coordinate then can be in also normally being practised for user in red frame internal coordinate if user moves in loading page
The regional scope of inertia is mobile.
3. according to claim 1 a kind of for user behavior track characteristic knowledge method for distinguishing, which is characterized in that the step
In rapid one when establishing user behavior habit library, multi-pass operation is needed, then behavioural habits are extracted and summarized.
4. according to claim 1 a kind of for user behavior track characteristic knowledge method for distinguishing, which is characterized in that the step
Click time interval and number in rapid three are to click time interval and number with the mouse in once-through operation.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110458401A (en) * | 2019-07-05 | 2019-11-15 | 深圳壹账通智能科技有限公司 | Information processing unit, method and storage medium based on block chain |
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| CN104426884A (en) * | 2013-09-03 | 2015-03-18 | 深圳市腾讯计算机系统有限公司 | Method for authenticating identity and device for authenticating identity |
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| CN106817342A (en) * | 2015-11-30 | 2017-06-09 | 北京计算机技术及应用研究所 | Active identity authorization system based on user behavior feature recognition |
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- 2019-03-21 CN CN201910216805.2A patent/CN109933963A/en active Pending
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN104426884A (en) * | 2013-09-03 | 2015-03-18 | 深圳市腾讯计算机系统有限公司 | Method for authenticating identity and device for authenticating identity |
| CN104200147A (en) * | 2014-09-04 | 2014-12-10 | 王洋 | Identity authentication method and system based on touch screen equipment and security and privacy encryption method |
| CN106817342A (en) * | 2015-11-30 | 2017-06-09 | 北京计算机技术及应用研究所 | Active identity authorization system based on user behavior feature recognition |
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