CN106407203A - Method and device for identifying target terminal - Google Patents
Method and device for identifying target terminal Download PDFInfo
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- CN106407203A CN106407203A CN201510454403.8A CN201510454403A CN106407203A CN 106407203 A CN106407203 A CN 106407203A CN 201510454403 A CN201510454403 A CN 201510454403A CN 106407203 A CN106407203 A CN 106407203A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
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Abstract
The invention discloses a method and a device for identifying a target terminal. The method comprises the steps of acquiring first user behavior information generated on a to-be-identified terminal by a user and acquiring device attribute parameters of the to-be-identified terminal; when it is determined that the first user behavior information is consistent with user behavior information contained in a user historical behavior information library, determining a device fingerprint library corresponding to a user identifier according to the user identifier contained in the first user behavior information, wherein the device fingerprint library stores preset relationships between device fingerprints and device attribute parameters of a terminal logined by the user; searching for the device fingerprints matched with the device attribute parameters of the to-be-identified terminal from the device fingerprint library according to the preset relationships; and identifying whether the to-be-identified terminal is a target terminal or not according to the device fingerprints. Therefore, the uniqueness of the device fingerprints configured for the to-be-identified terminal is ensured, the risk of configuring different device fingerprints for the same to-be-identified terminal is avoided, and the coverage rate of the device fingerprints is increased.
Description
Technical field
The application is related to internet information processing technology field, more particularly, to a kind of target terminal is identified
Method and apparatus.
Background technology
With the development of Internet technology, the attack that the network security of on-line system is subject to becomes increasingly complex.For
The internet security of lifting on-line system, can identify that the true identity of target terminal seems more next exactly
More important.
At present, typically target terminal is identified by device-fingerprint.And device-fingerprint need to have unique, accurate
Really identify the function of the target terminal of a networking.The index of generally weighing device fingerprint comprises at least two
Kind：A kind of be device-fingerprint accuracy rate, that is, each target terminal there is a unique device-fingerprint,
The device-fingerprint of two different target terminals is different；Another kind is the coverage rate of device-fingerprint, i.e. each mesh
Mark terminal can not be endowed plural device-fingerprint, and that is, a device-fingerprint allows for covering this target
Terminal.
Specifically, the device-fingerprint of a target terminal can be joined according to the attribute of this target terminal collecting
Number is calculated.
But, in actual applications, for same target terminal, collect this target terminal for the first time
Property parameters are A1, according to the mode of current computing device fingerprint, will obtain the corresponding device-fingerprint of A1
B1；The property parameters collecting this target terminal for the second time are A2, according to the side of current computing device fingerprint
Formula, will obtain A2 corresponding device-fingerprint B2.
Because A1 is different from A2, then calculated B1 is also different from B2.Also imply that, pin
To same target terminal, if the property parameters of this target terminal collecting are different, then this mesh of determination
The device-fingerprint of mark terminal is also different.
And in actual applications, for the property parameters of the target terminal collecting, often occur target eventually
The property parameters disappearance at end or the situation that changes, according to current computing device fingerprint mode so that
Each target terminal corresponding device-fingerprint more than one, that is, each device-fingerprint calculated is not
This target terminal can be covered, lead to the coverage rate of device-fingerprint to reduce, and increase follow-up this target terminal of identification
Complexity.
Content of the invention
In view of this, the embodiment of the present application provides a kind of method and apparatus that target terminal is identified,
Coverage rate ratio for solving current device-fingerprint is relatively low, leads to complicated the asking of the identification to target terminal
Topic.
A kind of method that target terminal is identified, including：
The first user behavioural information that collection user produces in terminal to be identified and collection are described to be identified
The device attribute parameter of terminal, wherein, comprises described ID in described first user behavioural information；
The use comprising in determining the historical behavior information bank that described first user behavioural information is with described user
When family behavioural information is consistent, according to the described ID comprising in described first user behavioural information, determine
Device-fingerprint storehouse corresponding with described ID, wherein, stores described user's mark in described device-fingerprint storehouse
Know the terminal of the device-fingerprint of the terminal User logs in corresponding with described ID of corresponding User logs in
Device attribute parameter between preset relation；
According in described device-fingerprint storehouse storage described preset relation, from described device-fingerprint storehouse search with
The device-fingerprint of the device attribute match parameters of described terminal to be identified；
According to described device-fingerprint, identify whether described terminal to be identified is target terminal.
A kind of equipment that target terminal is identified, including：
Collecting unit, for gathering the first user behavioural information that user produces in terminal to be identified and adopting
Collect the device attribute parameter of described terminal to be identified, wherein, comprise described in described first user behavioural information
ID；
Determining unit, in the historical behavior information determining described first user behavioural information and described user
When the user behavior information that comprises in storehouse is consistent, according to the described use comprising in described first user behavioural information
Family identifies, and determines device-fingerprint storehouse corresponding with described ID, wherein, deposits in described device-fingerprint storehouse
Store up the device-fingerprint of the terminal use corresponding with described ID of the corresponding User logs in of described ID
Preset relation between the device attribute parameter of terminal that family logs in；
Searching unit, for the described preset relation according to storage in described device-fingerprint storehouse, from described equipment
The device-fingerprint with the device attribute match parameters of described terminal to be identified is searched in fingerprint base；
Recognition unit, for according to described device-fingerprint, identifying whether described terminal to be identified is target terminal.
The application has the beneficial effect that：
The embodiment of the present application gathers the first user behavioural information that produces in terminal to be identified of user and adopts
Collect the device attribute parameter of described terminal to be identified, in described first user behavioural information, comprise described user's mark
Know；The user comprising in determining the historical behavior information bank that described first user behavioural information is with described user
When behavioural information is consistent, according to the described ID comprising in described first user behavioural information, determine with
The corresponding device-fingerprint storehouse of described ID, stores described ID in described device-fingerprint storehouse corresponding
The equipment of the terminal of the device-fingerprint of the terminal of User logs in User logs in corresponding with described ID belongs to
Preset relation between property parameter；According to the described preset relation of storage in described device-fingerprint storehouse, from described
The device-fingerprint with the device attribute match parameters of described terminal to be identified is searched in device-fingerprint storehouse；According to
Described device-fingerprint, identifies whether described terminal to be identified is target terminal.So, target terminal is being entered
During row identification, determine whether target terminal belongs to the commonly used target of this user eventually using user behavior information
End, when determining that this target terminal belongs to the commonly used target terminal of this user, from this user's warp set up
For its matching unit fingerprint it is ensured that setting of being configured of this target terminal in the device-fingerprint storehouse of terminal often logging in
The uniqueness of standby fingerprint, effectively prevent the risk that same target terminal is configured distinct device fingerprint, effectively
Improve the coverage rate of device-fingerprint.
Brief description
For the technical scheme being illustrated more clearly that in the embodiment of the present application, below will be to institute in embodiment description
Need the accompanying drawing using to briefly introduce it should be apparent that, drawings in the following description are only the application
Some embodiments, for those of ordinary skill in the art, in the premise not paying creative labor
Under, other accompanying drawings can also be obtained according to these accompanying drawings.
A kind of flow process of method that target terminal is identified that Fig. 1 provides for the embodiment of the present application is illustrated
Figure；
A kind of structural representation of equipment that target terminal is identified that Fig. 2 provides for the embodiment of the present application
Figure.
Specific embodiment
In order to realize the purpose of the application, the embodiment of the present application provides and a kind of target terminal is identified
Method and apparatus, the first user behavioural information that collection user produces in terminal to be identified and collection are described
The device attribute parameter of terminal to be identified, comprises described ID in described first user behavioural information；?
Determine the user behavior comprising in described first user behavioural information and the historical behavior information bank of described user
When information is consistent, according to the described ID comprising in described first user behavioural information, determine with described
ID corresponding device-fingerprint storehouse, stores the corresponding user of described ID in described device-fingerprint storehouse
The device attribute ginseng of the terminal of the device-fingerprint of terminal User logs in corresponding with described ID logging in
Preset relation between number；According to the described preset relation of storage in described device-fingerprint storehouse, from described equipment
The device-fingerprint with the device attribute match parameters of described terminal to be identified is searched in fingerprint base；According to described
Device-fingerprint, identifies whether described terminal to be identified is target terminal.So, target terminal is being known
When other, determine whether target terminal belongs to the commonly used target terminal of this user using user behavior information,
When determining that this target terminal belongs to the commonly used target terminal of this user, often step on from this user setting up
For its matching unit fingerprint it is ensured that the equipment that this target terminal is configured refers in the device-fingerprint storehouse of terminal of record
The uniqueness of line, effectively prevent the risk that same target terminal is configured distinct device fingerprint, is effectively lifted
The coverage rate of device-fingerprint.
With reference to Figure of description, each embodiment of the application is described in further detail.Obviously, institute
The embodiment of description is only a part of embodiment of the present invention, rather than whole embodiments.Based on the application
In embodiment, it is all that those of ordinary skill in the art are obtained under the premise of not making creative work
Other embodiments, broadly fall into the scope of the application protection.
A kind of flow process of method that target terminal is identified that Fig. 1 provides for the embodiment of the present application is illustrated
Figure.Methods described can be as described below.
Step 101：First user behavioural information and collection institute that collection user produces in terminal to be identified
State the device attribute parameter of terminal to be identified.
Wherein, comprise described ID in described first user behavioural information.
In a step 101, when user equipment produces behavior in terminal to be identified, collection user produces
First user behavioural information, the use that first user behavioural information here can comprise behavioural characteristic, be used
Family information etc..
It should be noted that the described ID comprising in described first user behavioural information can be user
Log in the log-on message being used during this terminal to be identified, logon account and login password can be comprised, also may be used
Be terminal to be identified according to the logon account of this user and login password be this user produce can be unique
Identify identification information of this user etc..
When gathering the first user behavioural information that user produces, gather the device attribute of described terminal to be identified
Parameter.
Usually, device attribute and the corresponding content of device attribute are comprised in device attribute parameter, for example：
Device attribute is IP address, then the corresponding content of device attribute is 192.0.168.1；Again for example：Equipment
Attribute is IMSI, then the corresponding content of device attribute is 1111111111.That is, device attribute ginseng
The device attribute comprising in number can be generally divided into two kinds of different attribute types：First attribute type, second
Attribute type.
Wherein, the coverage rate of the device-fingerprint being determined by the device attribute belonging to described first attribute type meets
Impose a condition.
It should be noted that impose a condition can be including but not limited to following several：A, by belonging to described
The coverage rate of the device-fingerprint that the device attribute of one attribute type determines is more than and belongs to described second attribute type
Device attribute determine device-fingerprint coverage rate；B, calculates setting of each device attribute determination respectively
The coverage rate of standby fingerprint, according to the sizes values of calculated coverage rate, is carried out to the coverage rate of device-fingerprint
Sequence, the coverage rate of the device-fingerprint being determined by the device attribute belonging to described first attribute type comes front N
Position, wherein, N is natural number；C, the equipment being determined by the device attribute belonging to described first attribute type
The coverage rate of fingerprint is more than setting threshold value, and wherein, threshold value can determine according to actual needs, or root
Determine according to experimental data, do not limit here.
Specifically, the device attribute comprising in the first attribute type being capable of this terminal to be identified of unique mark；The
The device attribute comprising in two attribute types identifies that the intensity of this terminal to be identified will be far below the first Attribute class
The device attribute comprising in type identifies the intensity of this terminal to be identified.
Additionally, the first attribute type is properly termed as strong attribute type again, belong to strong attribute type by one
Device attribute can uniquely determine this terminal to be identified.For example：The device attribute belonging to strong attribute type can
Think mobile device world identification code (English：International Mobile Equipment Identity；Abbreviation：
IMEI)；Can also be international mobile subscriber identity (English：International Mobile Subscriber
Identification Number；Abbreviation：IMSI) etc..
Equations of The Second Kind attribute type is properly termed as weak attribute type again.For same terminal to be identified, belong to weak
The device attribute of attribute type is easier to change.When the device attribute collecting this terminal to be identified is joined
The device attribute comprising in number is not belonging to during the device attribute that strong attribute type comprises it is impossible to single dependence collection
The device attribute belonging to weak attribute type in the device attribute parameter of this terminal to be identified treats identification terminal
It is identified.For example：The device attribute belonging to weak attribute type can be the agreement (English of interconnection between network
Literary composition：Internet Protocol；Abbreviation：IP) address；It can also be screen resolution；Can also be for waiting to know
Operating system of other terminal etc..
Step 102：Judge to wrap in described first user behavioural information and the historical behavior information bank of described user
Whether the user behavior information containing is consistent, if unanimously, execution step 103；Otherwise, execution step 106.
In a step 102, determine going through of described first user behavioural information and described user in the following manner
Whether the user behavior information comprising in history behavioural information storehouse is consistent：
Extract the first behavioural characteristic comprising in described first user behavioural information, and extract described user's
The behavioural characteristic of the user behavior information comprising in historical behavior information bank；
Respectively by described first behavioural characteristic and each of the historical behavior information bank of described user user's row
Behavioral trait for information is compared；
It is the behavioural characteristic comprising user behavior information in described user's history behavioural information storehouse in comparative result
When consistent with described first behavioural characteristic, determine described first user behavioural information and user's history behavioural information
The user behavior information comprising in storehouse is consistent；
It is the behavior spy not comprising user behavior information in described user's history behavioural information storehouse in comparative result
When levying consistent with described first behavioural characteristic, determine that described first user behavioural information is believed with user's history behavior
The user behavior information comprising in breath storehouse is inconsistent.
Step 103：In determining the historical behavior information bank that described first user behavioural information is with described user
When the user behavior information that comprises is consistent, according to the described user's mark comprising in described first user behavioural information
Know, determine device-fingerprint storehouse corresponding with described ID.
Wherein, store the equipment of the terminal of the corresponding User logs in of described ID in described device-fingerprint storehouse
Preset relation between the device attribute parameter of terminal of fingerprint User logs in corresponding with described ID.
In step 103, for different users, the equipment that the users' foundation being different belongs to this user refers to
Line storehouse.The terminal comprising in this device-fingerprint storehouse is the commonly used terminal of this user.So, for same
The terminal that user uses, determines the device-fingerprint of this terminal to be identified by user behavior information, can be effective
This terminal to be identified is avoided to be configured the risk of distinct device fingerprint.
Step 104：According to the described preset relation of storage in described device-fingerprint storehouse, from described device-fingerprint
The device-fingerprint with the device attribute match parameters of described terminal to be identified is searched in storehouse.
At step 104, the first step, comprise in the device attribute parameter determining described terminal to be identified sets
The attribute type of standby attribute.
Wherein, described attribute type comprises the first attribute type, at least one in the second attribute type, by
The coverage rate belonging to the device-fingerprint of device attribute determination of described first attribute type is higher than described in belonging to
The coverage rate of the device-fingerprint that the device attribute of the second attribute type determines.
Second step, judges that the device attribute comprising in the device attribute parameter of described terminal to be identified whether there is
Belonging to the device attribute of the first attribute type, if existing, executing the 3rd step；Otherwise, execute the 5th step.
3rd step, the device attribute comprising in determining the device attribute parameter of described terminal to be identified is first
During attribute type, calculate in the corresponding content of described device attribute and described device-fingerprint storehouse and belong to the first attribute
Type and with the device attribute identical device attribute that comprises in the device attribute parameter of described terminal to be identified
First matching degree of corresponding content.
4th step, described first matching degree be more than set first threshold when, by described device-fingerprint storehouse by
Belong to the first attribute type and with the device attribute phase that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that same device attribute determines is considered as the device attribute ginseng with described terminal to be identified finding
The device-fingerprint that number matches.
5th step, the device attribute comprising in determining the device attribute parameter of described terminal to be identified is second
Attribute type, or when described first matching degree is not more than setting first threshold, calculate described device attribute pair
The second attribute type and the equipment with described terminal to be identified is belonged in the content answered and described device-fingerprint storehouse
Second matching degree of the corresponding content of device attribute identical device attribute comprising in property parameters.
6th step, described second matching degree be more than set Second Threshold when, by described device-fingerprint storehouse by
Belong to the second attribute type and with the device attribute phase that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that same device attribute determines is considered as the device attribute ginseng with described terminal to be identified finding
The device-fingerprint that number matches.
Step 105：According to described device-fingerprint, identify whether described terminal to be identified is target terminal.
Step 106：In determining the historical behavior information bank that described first user behavioural information is with described user
When the user behavior information that comprises is inconsistent, it is that described target device configures device-fingerprint at random.
By technical scheme described herein, gather the first user row that user produces in terminal to be identified
For the device attribute parameter of information and the described terminal to be identified of collection, wrap in described first user behavioural information
Containing described ID；In the historical behavior information bank determining described first user behavioural information and described user
In the user behavior information that comprises consistent when, according to the described user comprising in described first user behavioural information
Mark, determines device-fingerprint storehouse corresponding with described ID, stores described use in described device-fingerprint storehouse
Family identifies the device-fingerprint of the terminal User logs in corresponding with described ID of corresponding User logs in
Preset relation between the device attribute parameter of terminal；Preset according to the described of storage in described device-fingerprint storehouse
Relation, searches and the setting of the device attribute match parameters of described terminal to be identified from described device-fingerprint storehouse
Standby fingerprint；According to described device-fingerprint, identify whether described terminal to be identified is target terminal.So, exist
When target terminal is identified, determine whether target terminal belongs to this user using user behavior information frequent
The target terminal using, when determining that this target terminal belongs to the commonly used target terminal of this user, from building
For its matching unit fingerprint it is ensured that this target is whole in the device-fingerprint storehouse of terminal that this vertical user often logs in
Hold the uniqueness of the device-fingerprint being configured, effectively prevent same target terminal and be configured distinct device fingerprint
Risk, effectively improve the coverage rate of device-fingerprint.
A kind of structural representation of equipment that target terminal is identified that Fig. 2 provides for the embodiment of the present application
Figure.Described equipment includes：Collecting unit 21, determining unit 22, searching unit 23 and recognition unit 24,
Wherein：
Collecting unit 21, for gather the first user behavioural information that user produces in terminal to be identified and
Gather the device attribute parameter of described terminal to be identified, wherein, in described first user behavioural information, comprise institute
State ID；
Determining unit 22, in the historical behavior letter determining described first user behavioural information and described user
When in breath storehouse, the user behavior information that comprises is consistent, according to comprise in described first user behavioural information
ID, determines device-fingerprint storehouse corresponding with described ID, wherein, in described device-fingerprint storehouse
The device-fingerprint of terminal storing the corresponding User logs in of described ID is corresponding with described ID
Preset relation between the device attribute parameter of the terminal of User logs in；
Searching unit 23, for the described preset relation according to storage in described device-fingerprint storehouse, sets from described
The device-fingerprint with the device attribute match parameters of described terminal to be identified is searched in standby fingerprint base；
Recognition unit 24, for according to described device-fingerprint, identifying whether described terminal to be identified is that target is whole
End.
Specifically, described determining unit 22 determines described first user behavioural information and institute in the following manner
Whether consistent state the user behavior information comprising in the historical behavior information bank of user：
Extract the first behavioural characteristic comprising in described first user behavioural information, and extract described user's
The behavioural characteristic of the user behavior information comprising in historical behavior information bank；
Respectively by described first behavioural characteristic and each of the historical behavior information bank of described user user's row
Behavioral trait for information is compared；
It is the behavioural characteristic comprising user behavior information in described user's history behavioural information storehouse in comparative result
When consistent with described first behavioural characteristic, determine described first user behavioural information and user's history behavioural information
The user behavior information comprising in storehouse is consistent；
It is the behavior spy not comprising user behavior information in described user's history behavioural information storehouse in comparative result
When levying consistent with described first behavioural characteristic, determine that described first user behavioural information is believed with user's history behavior
The user behavior information comprising in breath storehouse is inconsistent.
Alternatively, comprise device attribute in described device attribute parameter and described device attribute is corresponding interior
Hold；
Described searching unit 23, comprises in the device attribute parameter specifically for the described terminal to be identified of determination
The attribute type of device attribute, wherein, described attribute type comprises the first attribute type, the second attribute type
In at least one, by belong to described first attribute type device attribute determine device-fingerprint coverage rate
Satisfaction imposes a condition；
The device attribute comprising in determining the device attribute parameter of described terminal to be identified is the first Attribute class
During type, calculate belong in the corresponding content of described device attribute and described device-fingerprint storehouse the first attribute type and
Corresponding with the device attribute identical device attribute comprising in the device attribute parameter of described terminal to be identified
First matching degree of content；
When described first matching degree is more than and sets first threshold, by described device-fingerprint storehouse by belonging to first
Attribute type and with the device attribute identical equipment that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that attribute determines is considered as the device attribute match parameters with described terminal to be identified finding
Device-fingerprint.
Specifically, described searching unit 23, is additionally operable in the device attribute parameter determining described terminal to be identified
In the device attribute that comprises be the second attribute type, or described first matching degree no more than sets first threshold
When, calculate belong in the corresponding content of described device attribute and described device-fingerprint storehouse the second attribute type and with
The device attribute identical device attribute comprising in the device attribute parameter of described terminal to be identified is corresponding interior
The second matching degree held；
When described second matching degree is more than and sets Second Threshold, by described device-fingerprint storehouse by belonging to second
Attribute type and with the device attribute identical equipment that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that attribute determines is considered as the device attribute match parameters with described terminal to be identified finding
Device-fingerprint.
Specifically, described determining unit 22, is additionally operable to determining described first user behavioural information and described use
When the user behavior information that comprises in the historical behavior information bank at family is inconsistent, it is described terminal to be identified at random
Configuration device-fingerprint.
It should be noted that the equipment described in the embodiment of the present application can be realized using software mode, also may be used
To be realized using hardware mode, do not limit here.
It will be understood by those skilled in the art that embodiments of the invention can be provided as method, device (equipment),
Or computer program.Therefore, the present invention can using complete hardware embodiment, complete software embodiment,
Or combine the form of the embodiment of software and hardware aspect.And, the present invention can using one or more its
In include computer-usable storage medium (the including but not limited to disk storage of computer usable program code
Device, CD-ROM, optical memory etc.) the upper computer program implemented form.
The present invention is with reference to method according to embodiments of the present invention, device (equipment) and computer program
Flow chart and/or block diagram describing.It should be understood that can by computer program instructions flowchart and/or
Each flow process in block diagram and/or the flow process in square frame and flow chart and/or block diagram and/or square frame
In conjunction with.These computer program instructions can be provided to all-purpose computer, special-purpose computer, Embedded Processor
Or the processor of other programmable data processing device with produce a machine so that by computer or other
The instruction of the computing device of programmable data processing device produce for realizing in one flow process of flow chart or
The device of the function of specifying in multiple flow processs and/or one square frame of block diagram or multiple square frame.
These computer program instructions may be alternatively stored in and computer or other programmable datas can be guided to process and set
So that being stored in this computer-readable memory in the standby computer-readable memory working in a specific way
Instruction produce and include the manufacture of command device, the realization of this command device is in one flow process or multiple of flow chart
The function of specifying in flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded in computer or other programmable data processing device, makes
Obtain and series of operation steps is executed on computer or other programmable devices to produce computer implemented place
Reason, thus the instruction of execution is provided for realizing in flow chart one on computer or other programmable devices
The step of the function of specifying in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know base
This creative concept, then can make other change and modification to these embodiments.So, appended right will
Ask and be intended to be construed to including preferred embodiment and fall into being had altered and changing of the scope of the invention.
Obviously, those skilled in the art can carry out various changes and modification without deviating from this to the present invention
Bright spirit and scope.So, if the present invention these modification and modification belong to the claims in the present invention and
Within the scope of its equivalent technologies, then the present invention is also intended to comprise these changes and modification.
Claims (10)
1. a kind of method that target terminal is identified is it is characterised in that include：
The first user behavioural information that collection user produces in terminal to be identified and collection are described to be identified
The device attribute parameter of terminal, wherein, comprises described ID in described first user behavioural information；
The use comprising in determining the historical behavior information bank that described first user behavioural information is with described user
When family behavioural information is consistent, according to the described ID comprising in described first user behavioural information, determine
Device-fingerprint storehouse corresponding with described ID, wherein, stores described user's mark in described device-fingerprint storehouse
Know the terminal of the device-fingerprint of the terminal User logs in corresponding with described ID of corresponding User logs in
Device attribute parameter between preset relation；
According in described device-fingerprint storehouse storage described preset relation, from described device-fingerprint storehouse search with
The device-fingerprint of the device attribute match parameters of described terminal to be identified；
According to described device-fingerprint, identify whether described terminal to be identified is target terminal.
2. the method for claim 1 is it is characterised in that determine described first in the following manner
Whether user behavior information is consistent with the user behavior information comprising in the historical behavior information bank of described user：
Extract the first behavioural characteristic comprising in described first user behavioural information, and extract described user's
The behavioural characteristic of the user behavior information comprising in historical behavior information bank；
Respectively by described first behavioural characteristic and each of the historical behavior information bank of described user user's row
Behavioral trait for information is compared；
It is the behavioural characteristic comprising user behavior information in described user's history behavioural information storehouse in comparative result
When consistent with described first behavioural characteristic, determine described first user behavioural information and user's history behavioural information
The user behavior information comprising in storehouse is consistent；
It is the behavior spy not comprising user behavior information in described user's history behavioural information storehouse in comparative result
When levying consistent with described first behavioural characteristic, determine that described first user behavioural information is believed with user's history behavior
The user behavior information comprising in breath storehouse is inconsistent.
3. the method for claim 1 is it is characterised in that comprise to set in described device attribute parameter
Standby attribute and the corresponding content of described device attribute；
According in described device-fingerprint storehouse storage described preset relation, from described device-fingerprint storehouse search with
The device-fingerprint of the device attribute match parameters of described terminal to be identified, including：
Determine the attribute type of the device attribute comprising in the device attribute parameter of described terminal to be identified, its
In, described attribute type comprises the first attribute type, at least one in the second attribute type, by belonging to
The coverage rate satisfaction stating the device-fingerprint of device attribute determination of the first attribute type imposes a condition；
The device attribute comprising in determining the device attribute parameter of described terminal to be identified is the first Attribute class
During type, calculate belong in the corresponding content of described device attribute and described device-fingerprint storehouse the first attribute type and
Corresponding with the device attribute identical device attribute comprising in the device attribute parameter of described terminal to be identified
First matching degree of content；
When described first matching degree is more than and sets first threshold, by described device-fingerprint storehouse by belonging to first
Attribute type and with the device attribute identical equipment that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that attribute determines is considered as the device attribute match parameters with described terminal to be identified finding
Device-fingerprint.
4. method as claimed in claim 3 is it is characterised in that determining setting of described terminal to be identified
The device attribute comprising in standby property parameters is the second attribute type, or described first matching degree no more than sets
When determining first threshold, methods described also includes：
Calculate belong in the corresponding content of described device attribute and described device-fingerprint storehouse the second attribute type and
Corresponding with the device attribute identical device attribute comprising in the device attribute parameter of described terminal to be identified
Second matching degree of content；
When described second matching degree is more than and sets Second Threshold, by described device-fingerprint storehouse by belonging to second
Attribute type and with the device attribute identical equipment that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that attribute determines is considered as the device attribute match parameters with described terminal to be identified finding
Device-fingerprint.
5. the method as described in any one of Claims 1-4 it is characterised in that determine as described in first
When the user behavior information that comprises in the historical behavior information bank of user behavior information and described user is inconsistent,
Methods described also includes：
It is described terminal configuation facility fingerprint to be identified at random.
6. a kind of treat the equipment that identification terminal is identified it is characterised in that including：
Collecting unit, for gathering the first user behavioural information that user produces in terminal to be identified and adopting
Collect the device attribute parameter of described terminal to be identified, wherein, comprise described in described first user behavioural information
ID；
Determining unit, in the historical behavior information determining described first user behavioural information and described user
When the user behavior information that comprises in storehouse is consistent, according to the described use comprising in described first user behavioural information
Family identifies, and determines device-fingerprint storehouse corresponding with described ID, wherein, deposits in described device-fingerprint storehouse
Store up the device-fingerprint of the terminal use corresponding with described ID of the corresponding User logs in of described ID
Preset relation between the device attribute parameter of terminal that family logs in；
Searching unit, for the described preset relation according to storage in described device-fingerprint storehouse, from described equipment
The device-fingerprint with the device attribute match parameters of described terminal to be identified is searched in fingerprint base；
Recognition unit, for according to described device-fingerprint, identifying whether described terminal to be identified is target terminal.
7. equipment as claimed in claim 6 it is characterised in that described determining unit in the following manner
Determine the user behavior comprising in described first user behavioural information and the historical behavior information bank of described user
Whether information is consistent：
Extract the first behavioural characteristic comprising in described first user behavioural information, and extract described user's
The behavioural characteristic of the user behavior information comprising in historical behavior information bank；
Respectively by described first behavioural characteristic and each of the historical behavior information bank of described user user's row
Behavioral trait for information is compared；
It is the behavioural characteristic comprising user behavior information in described user's history behavioural information storehouse in comparative result
When consistent with described first behavioural characteristic, determine described first user behavioural information and user's history behavioural information
The user behavior information comprising in storehouse is consistent；
It is the behavior spy not comprising user behavior information in described user's history behavioural information storehouse in comparative result
When levying consistent with described first behavioural characteristic, determine that described first user behavioural information is believed with user's history behavior
The user behavior information comprising in breath storehouse is inconsistent.
8. equipment as claimed in claim 6 is it is characterised in that comprise to set in described device attribute parameter
Standby attribute and the corresponding content of described device attribute；
Described searching unit, comprise in the device attribute parameter specifically for the described terminal to be identified of determination sets
The attribute type of standby attribute, wherein, described attribute type comprises the first attribute type, in the second attribute type
At least one, the coverage rate of the device-fingerprint being determined by the device attribute belonging to described first attribute type is full
Foot imposes a condition；
The device attribute comprising in determining the device attribute parameter of described terminal to be identified is the first Attribute class
During type, calculate belong in the corresponding content of described device attribute and described device-fingerprint storehouse the first attribute type and
Corresponding with the device attribute identical device attribute comprising in the device attribute parameter of described terminal to be identified
First matching degree of content；
When described first matching degree is more than and sets first threshold, by described device-fingerprint storehouse by belonging to first
Attribute type and with the device attribute identical equipment that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that attribute determines is considered as the device attribute match parameters with described terminal to be identified finding
Device-fingerprint.
9. equipment as claimed in claim 8 it is characterised in that
Described searching unit, be additionally operable to determine described terminal to be identified device attribute parameter in comprise set
Standby attribute is the second attribute type, or when described first matching degree is not more than setting first threshold, calculates institute
State and belong to the second attribute type in the corresponding content of device attribute and described device-fingerprint storehouse and wait to know with described
The second of the corresponding content of device attribute identical device attribute comprising in the device attribute parameter of other terminal
Matching degree；
When described second matching degree is more than and sets Second Threshold, by described device-fingerprint storehouse by belonging to second
Attribute type and with the device attribute identical equipment that comprises in the device attribute parameter of described terminal to be identified
The device-fingerprint that attribute determines is considered as the device attribute match parameters with described terminal to be identified finding
Device-fingerprint.
10. the equipment as described in any one of claim 6 to 9 it is characterised in that
Described determining unit, is additionally operable in the history row determining described first user behavioural information and described user
When user behavior information for comprising in information bank is inconsistent, refer to for described terminal configuation facility to be identified at random
Line.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510454403.8A CN106407203A (en) | 2015-07-29 | 2015-07-29 | Method and device for identifying target terminal |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201510454403.8A CN106407203A (en) | 2015-07-29 | 2015-07-29 | Method and device for identifying target terminal |
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| CN106407203A true CN106407203A (en) | 2017-02-15 |
Family
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| CN201510454403.8A Pending CN106407203A (en) | 2015-07-29 | 2015-07-29 | Method and device for identifying target terminal |
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Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108363811A (en) * | 2018-03-09 | 2018-08-03 | 北京京东金融科技控股有限公司 | Device identification method and device, electronic equipment, storage medium |
| CN109241710A (en) * | 2018-08-14 | 2019-01-18 | 海南新软软件有限公司 | A kind of method, apparatus and system promoting assets security |
| CN109640316A (en) * | 2018-12-18 | 2019-04-16 | 中国移动通信集团江苏有限公司 | Target terminal user recognition methods, device, equipment and storage medium |
| CN109889487A (en) * | 2018-12-29 | 2019-06-14 | 北京奇安信科技有限公司 | The processing method and processing device of external equipment access terminal |
| CN109922061A (en) * | 2019-03-04 | 2019-06-21 | 安徽谛听信息科技有限公司 | A kind of local area network networking camera detection system and its working method |
| CN109951289A (en) * | 2019-01-25 | 2019-06-28 | 北京三快在线科技有限公司 | A kind of recognition methods, device, equipment and readable storage medium storing program for executing |
| WO2020164272A1 (en) * | 2019-02-13 | 2020-08-20 | 平安科技（深圳）有限公司 | Network access device identifying method and apparatus, storage medium and computer device |
| CN111770080A (en) * | 2020-06-28 | 2020-10-13 | 深圳前海微众银行股份有限公司 | Method and device for recovering device fingerprint |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103166917A (en) * | 2011-12-12 | 2013-06-19 | 阿里巴巴集团控股有限公司 | Method and system for network equipment identity recognition |
| CN104125218A (en) * | 2014-07-04 | 2014-10-29 | 广州金山网络科技有限公司 | Equipment identification method, device and system |
| CN104184713A (en) * | 2013-05-27 | 2014-12-03 | 阿里巴巴集团控股有限公司 | Terminal identification method, machine identification code registration method, and corresponding system and equipment |
| CN104735657A (en) * | 2013-12-20 | 2015-06-24 | 腾讯科技（深圳）有限公司 | Security terminal verification method, device and system and wireless access point binding method |
-
2015
- 2015-07-29 CN CN201510454403.8A patent/CN106407203A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103166917A (en) * | 2011-12-12 | 2013-06-19 | 阿里巴巴集团控股有限公司 | Method and system for network equipment identity recognition |
| CN104184713A (en) * | 2013-05-27 | 2014-12-03 | 阿里巴巴集团控股有限公司 | Terminal identification method, machine identification code registration method, and corresponding system and equipment |
| CN104735657A (en) * | 2013-12-20 | 2015-06-24 | 腾讯科技（深圳）有限公司 | Security terminal verification method, device and system and wireless access point binding method |
| CN104125218A (en) * | 2014-07-04 | 2014-10-29 | 广州金山网络科技有限公司 | Equipment identification method, device and system |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108363811A (en) * | 2018-03-09 | 2018-08-03 | 北京京东金融科技控股有限公司 | Device identification method and device, electronic equipment, storage medium |
| CN109241710A (en) * | 2018-08-14 | 2019-01-18 | 海南新软软件有限公司 | A kind of method, apparatus and system promoting assets security |
| CN109640316A (en) * | 2018-12-18 | 2019-04-16 | 中国移动通信集团江苏有限公司 | Target terminal user recognition methods, device, equipment and storage medium |
| CN109640316B (en) * | 2018-12-18 | 2021-09-03 | 中国移动通信集团江苏有限公司 | Target user terminal identification method, device, equipment and storage medium |
| CN109889487A (en) * | 2018-12-29 | 2019-06-14 | 北京奇安信科技有限公司 | The processing method and processing device of external equipment access terminal |
| CN109889487B (en) * | 2018-12-29 | 2021-11-12 | 奇安信科技集团股份有限公司 | Processing method and device for external equipment access terminal |
| CN109951289A (en) * | 2019-01-25 | 2019-06-28 | 北京三快在线科技有限公司 | A kind of recognition methods, device, equipment and readable storage medium storing program for executing |
| WO2020164272A1 (en) * | 2019-02-13 | 2020-08-20 | 平安科技（深圳）有限公司 | Network access device identifying method and apparatus, storage medium and computer device |
| CN109922061A (en) * | 2019-03-04 | 2019-06-21 | 安徽谛听信息科技有限公司 | A kind of local area network networking camera detection system and its working method |
| CN109922061B (en) * | 2019-03-04 | 2021-02-19 | 安徽谛听信息科技有限公司 | LAN networking camera detection system and working method thereof |
| CN111770080A (en) * | 2020-06-28 | 2020-10-13 | 深圳前海微众银行股份有限公司 | Method and device for recovering device fingerprint |
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