CN108200082A - OTA platforms are used to identify that user's malice to brush single method and system - Google Patents
OTA platforms are used to identify that user's malice to brush single method and system Download PDFInfo
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- CN108200082A CN108200082A CN201810074283.2A CN201810074283A CN108200082A CN 108200082 A CN108200082 A CN 108200082A CN 201810074283 A CN201810074283 A CN 201810074283A CN 108200082 A CN108200082 A CN 108200082A
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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
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1441—Countermeasures against malicious traffic
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- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0609—Buyer or seller confidence or verification
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
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- H04L63/10—Network architectures or network communication protocols for network security for controlling access to devices or network resources
- H04L63/101—Access control lists [ACL]
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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
- H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
- H04L63/1441—Countermeasures against malicious traffic
- H04L63/1466—Active attacks involving interception, injection, modification, spoofing of data unit addresses, e.g. hijacking, packet injection or TCP sequence number attacks
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Abstract
The invention discloses a kind of OTA platforms for identifying that user's malice brushes single method and system, the method includes：S1, the log-on message for obtaining each user, the first malice grade of user is determined according to log-on message, and judges whether to be more than grade threshold, if so, performing step S4；Otherwise, step S2 is performed；S2, user equipment information and/or user's sequence information are obtained；S3, according to user equipment information and/or user's sequence information, the second malice grade of user is determined, and judge whether to be more than grade threshold, if so, performing step S4；User is determined as malice brush single user, and interception operation is carried out to it.The present invention can be realized carries out interception operation to malice brush single user；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, different control methods is taken to be respectively controlled, that is, realizes from multi-dimensional data and effectively assesses user, is improved to precisely identification and the interception of malice brush single user.
Description
Technical field
The present invention relates to integrated OTA (Online Travel Agency, online travel agency) platform air control technical fields, special
Be not related to a kind of OTA platforms is used to identify that user's malice to brush single method and system.
Background technology
With the slowly decline of demographic dividend, the new users of OTA platforms obtains objective cost, and also constantly when the river rises the boat goes up therewith, together
Shi Jingzheng also becomes a flash point increasingly；Various types of discounted products for attracting new user's registrations are also on the increase, at the same time also by
Network Dark Industry Link (such as malice brush single cheating) invasion, especially for the product of some preferential great efforts, therefore,
It identifies and disposes during business is carried out the risk that constantly upgrades into the task of top priority.
Wherein, malice brushes single cheating and refers to cheat or violate the behavior that the means of business rule are acquired an advantage；It can
Can profit side include user, businessman, go-between etc., and may occur to gang up behavior between these profit sides.The shape of cheating
There are many kinds of formulas, wherein invariably necessarily having interests as cheating motivation.These cheatings are particularly evident with the new user that disguises oneself as,
Specifically, such as Client-initiated obtains the preferential subsidy of platform, user's right interests to cheat or violate the means of business rule；
Ox can utilize the modes such as brush machine, crowdsourcing to obtain preferential equity.
For malice brush single user, complete and professional cheating industrial chain has been formed at present, these cheating cliques include
Production cheating tool, brush be single and the complete chain such as comment, and completely the division of labor is clear and definite for flow, and action is rapid and participant is extensive.Mesh
Before, malice brush single user generally can carry out batch operation by some Malwares, simulator etc., realize from registration, log in, clear
It lookes at, place an order whole automation mechanized operations；Dark Industry Link is realized using various cheating softwares to Client ID (user identity) etc.
Information is forged, and has been hidden existing some basic businesses rule, so as to be identified, has been realized malice brush single operation；Therefore, it needs
Brush single act whether occurs to same user from new dimension and analysis be identified, and then to the fraudulent means of Dark Industry Link
It takes and intercepts as early as possible.
Invention content
The technical problem to be solved by the present invention is in order to overcome, exist in the prior art can not to existing malice brush single user
The defects of efficiently identifying and intercepting, and it is an object of the present invention to provide a kind of OTA platforms for identify user's malice brush single method and
System.
The present invention is to solve above-mentioned technical problem by following technical proposals：
The present invention provides a kind of method for being used to identify that user's malice brush to be single of OTA platforms, the method includes：
S1, the log-on message for obtaining each user, the first malice grade of user are determined according to the log-on message, and sentence
Whether the first malice grade of breaking is more than grade threshold, if so, performing step S4；Otherwise, step S2 is performed；
S2, user equipment information and/or user's sequence information are obtained；
S3, according to the user equipment information and/or user's sequence information, determine the second malice grade of user,
And judge whether the second malice grade is more than the grade threshold, if so, performing step S4；
S4, user is determined as malice brush single user, and interception operation is carried out to the malice brush single user.
Preferably, the user equipment information includes equipment Serial Number；
It is specifically included in step S3：
According to the equipment Serial Number, the number that the equipment Serial Number occurs in setting time is obtained, and judge institute
Number is stated whether more than the first given threshold, if so, the second malice grade for determining user is more than the grade threshold,
And perform step S4.
Preferably, the user equipment information includes installation software information；
It is specifically included in step S3：
The installation software information with the Software Blacklist in the database of OTA platforms is compared, obtains the peace
Belong to the amount of software of the Software Blacklist in dress software information, and judge the amount of software whether more than the second setting threshold
Value, if so, the second malice grade for determining user is more than the grade threshold, and perform step S4.
Preferably, user's sequence information includes the latitude and longitude information of Business Information and lower single user；
It is specifically included in step S3：
According to the Business Information, the amount of software of user equipment installation that each user places an order in the businessman is obtained
Mean value and/or variance, and judge whether the mean value and/or the variance are less than third given threshold, if so, determining user
The second malice grade be more than the grade threshold, and perform step S4；Or,
According to the latitude and longitude information of the lower single user, the installation for obtaining each user in same longitude and latitude is soft
The mean value and/or variance of the amount of software of part information corresponding equipment installation, and judge whether are the mean value and/or the variance
Less than third given threshold, if so, the second malice grade for determining user is more than the grade threshold, and perform step
S4。
Preferably, geographical location information of the user's sequence information belonging to including order source-information and order；
It is specifically included in step S3：
According to the geographical location information belonging to the order source-information and the order, the same excellent of same businessman is obtained
The corresponding order numbers for belonging to the same order source-information and/or the same affiliated geographical location information of the order of favour product
Amount, and whether the quantity on order is judged more than the 4th given threshold, if so, the second malice grade for determining user is more than institute
Grade threshold is stated, and performs step S4.
The present invention also provides a kind of OTA platforms for identifying that user's malice brushes single system, the system comprises first
Data obtaining module, the first judgment module, the second data obtaining module, the second judgment module and processing module；
The first information acquisition module is used to obtain the log-on message of each user；
First judgment module is used to determine the first malice grade of user according to the log-on message, and described in judgement
Whether the first malice grade is more than grade threshold, if so, calling the processing module；Otherwise, second information is called to obtain
Modulus block；
Second data obtaining module is used to obtain user equipment information and/or user's sequence information；
Second judgment module is used for according to the user equipment information and/or user's sequence information, judges to use
Whether the second malice grade at family is more than the grade threshold, if so, calling the processing module；
The processing module carries out interception behaviour for determining user as malice brush single user to the malice brush single user
Make.
Preferably, the user equipment information includes equipment Serial Number；
Second judgment module includes first acquisition unit and the first judging unit；
The first acquisition unit is used for according to the equipment Serial Number, obtains the equipment Serial Number in setting time
The number of appearance, and call first judging unit；
Whether first judging unit is for judging the number more than the first given threshold, if so, determining user
The second malice grade be more than the grade threshold, and call the processing module.
Preferably, the user equipment information includes installation software information；
Second judgment module includes second acquisition unit and second judgment unit；
The second acquisition unit is used for the installation software information and the Software Blacklist in the database of OTA platforms
It is compared, obtains in the installation software information and belong to the amount of software of the Software Blacklist, and call described second to sentence
Disconnected unit；
Whether the second judgment unit is for judging the amount of software more than the second given threshold, if so, determining
The second malice grade of user is more than the grade threshold, and calls the processing module.
Preferably, user's sequence information includes Business Information and lower single latitude and longitude information；
Second judgment module includes third acquiring unit and third judging unit；
The third acquiring unit is used for according to the Business Information, obtains the user that each user places an order in the businessman
The mean value and/or variance of the amount of software of equipment installation, and call the third judging unit；Or,
The third acquiring unit is additionally operable to the latitude and longitude information according to the lower single user, obtains in same longitude and latitude
Each user the installation of the installation software information corresponding equipment amount of software mean value and/or variance, and call institute
State third judging unit；
The third judging unit is used to judge whether the mean value and/or the variance are less than third given threshold, if
It is, it is determined that the second malice grade of user is more than the grade threshold, and calls the processing module.
Preferably, geographical location information of the user's sequence information belonging to including order source-information and order；
Second judgment module includes the 4th acquiring unit and the 4th judging unit；
4th acquiring unit is used for the geographical location information according to belonging to the order source-information and the order,
The same discounted products for obtaining same businessman corresponding belong to belonging to the same order source-information and/or the same order
The quantity on order of geographical location information, and call the 4th judging unit；
Whether 4th judging unit is for judging the quantity on order more than the 4th given threshold, if so, determining
The second malice grade of user is more than the grade threshold, and calls the processing module.
The positive effect of the present invention is：
The present invention judges to use by obtaining the log-on message, user equipment information and/or user's sequence information of each user
The malice grade at family determines user as malice brush single user, and carries out interception operation to malice brush single user；Meanwhile according to OTA
The preferential dynamics of difference of the discounted products of platform, selects the corresponding different dimensions information of user, and take different control methods
It is respectively controlled, reduces user and bother rate, that is, realize from multi-dimensional data and effectively assess user, improve and malice is brushed
Single user precisely identification and interception.
Description of the drawings
Fig. 1 is the flow chart of the method for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 1；
Fig. 2 is the malice brush list process of the method for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 1
Flow chart；
Fig. 3 is the flow chart of the method for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 2；
Fig. 4 is the flow chart of the method for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 3；
Fig. 5 is the flow chart of the method for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 4；
Fig. 6 is the flow chart of the method for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 5；
Fig. 7 is the module diagram of the system for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 6；
Fig. 8 is the module diagram of the system for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 7；
Fig. 9 is the module diagram of the system for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 8；
Figure 10 is the module diagram of the system for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 9；
Figure 11 is the module signal of the system for being used to identify that user's malice brush to be single of the OTA platforms of the embodiment of the present invention 10
Figure.
Specific embodiment
It is further illustrated the present invention below by the mode of embodiment, but does not therefore limit the present invention to the reality
It applies among a range.
Embodiment 1
As shown in Figure 1, the OTA platforms of the present embodiment include for identifying that user's malice brushes single method：
S101, the log-on message for obtaining each user determine the first malice grade of user according to the log-on message, and
Judge whether the first malice grade is more than grade threshold, if so, performing step S104；Otherwise, step S102 is performed；
S102, user equipment information and/or user's sequence information are obtained；
S103, according to the user equipment information and/or user's sequence information, determine second malice of user etc.
Grade, and judge whether the second malice grade is more than the grade threshold, if so, performing step S104；
S104, user is determined as malice brush single user, and interception operation is carried out to the malice brush single user.
Wherein, as shown in Fig. 2, the brush list process of malice brush single user includes：SA, batch registration is carried out in OTA platforms；
SB, spurious information get the discount coupon of merchant issued to concentrate；SC, brush list is carried out using the discount coupon got to corresponding businessman
Operation obtains the vertical preferential or acquisition subtracted and returns now, then operation of withdrawing deposit is carried out from account.
OTA platforms are registered in OTA platforms according to the malice grade of malice brush single user identified, to user, are led
Certificate, drawn a bill with certificate, admission ticket, payment result is polished back, withdraws deposit etc. is related to each stage of marketing, links carry out different dynamics
Control and interception；
The present embodiment is based on user equipment (such as cell-phone customer terminal), by the log-on message, the Yong Hushe that obtain each user
Standby information and/or user's sequence information judge the malice grade of user, determine user as malice brush single user, and malice is brushed
Single user carries out interception operation；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, select user corresponding not
Same dimensional information, and different control methods is taken to be respectively controlled, it reduces user and bothers rate, that is, realize from the multidimensional number of degrees
It according to user is effectively assessed, improves and malice brush single user is precisely identified and intercepted, effectively prevent and brush Huang on single, line
Ox, wool party etc. are a series of to bore businessman's rule, group of the technical leak to make profit, and limits malice brush single user by registering account
The product and the situation of discount coupon number received some preferential dynamics is larger, resource is more in short supply, so as to which the subsidy of the part be allowed
True new user enjoys, and improves the viscosity and purchase rate again of user, save OTA platforms subsidized for market, promotion
Expense, while also improve user experience, ensured the equity of ordinary user.
Embodiment 2
As shown in figure 3, the OTA platforms of the present embodiment are to embodiment 1 for identifying that user's malice brushes single method
Further refinement, specifically, the user equipment information in the present embodiment include equipment Serial Number；
It is specifically included in step S103：
S1031, according to the equipment Serial Number, obtain the number that the equipment Serial Number occurs in setting time, and
Whether the number is judged more than the first given threshold, if so, the second malice grade for determining user is more than described etc.
Grade threshold value, and perform step S104.
The present embodiment is based on user equipment (such as cell-phone customer terminal), by the log-on message, the Yong Hushe that obtain each user
Standby information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, the equipment Serial Number of user is selected, and take corresponding
Control method is controlled, and is reduced user and is bothered rate, effectively assesses user, improves and malice brush single user is precisely identified
With interception, effectively prevent and brush a series of brill businessmans rules of ox, wool party etc. on single, line, group of the technical leak to make profit
Body limits product that malice brush single user receives some preferential dynamics is larger, resource is more in short supply by register account number and excellent
The situation of favour certificate so as to true new user be allowed to enjoy the subsidy of the part, improves the viscosity and purchase rate again of user, saving
OTA platforms also improve user experience for market subsidy, the expense of promotion, have ensured the power of ordinary user
Benefit.
Embodiment 3
As shown in figure 4, the OTA platforms of the present embodiment are to embodiment 1 for identifying that user's malice brushes single method
Further refinement, specifically, the user equipment information in the present embodiment include installation software information；
It is specifically included in step S103：
S1032, the installation software information with the Software Blacklist in the database of OTA platforms is compared, obtained
Belong to the amount of software of the Software Blacklist in the installation software information, and judge the amount of software whether more than second
Given threshold, if so, the second malice grade for determining user is more than the grade threshold, and perform step S104.
The present embodiment is based on user equipment (such as cell-phone customer terminal), by the log-on message, the Yong Hushe that obtain each user
Standby information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, the installation software information of user equipment is selected, and take
Corresponding control method is controlled, and is reduced user and is bothered rate, effectively assesses user, is improved to malice brush single user essence
Quasi- identification and interception effectively prevent and brush a series of brill businessman rules of ox, wool party etc. on single, line, technical leak to try to gain
The group of profit limits the production that malice brush single user receives some preferential dynamics is larger, resource is more in short supply by register account number
The situation of product and discount coupon so as to true new user be allowed to enjoy the subsidy of the part, improves the viscosity of user and multiple purchase
Rate saves OTA platforms for market subsidy, the expense of promotion, while also improves user experience, has ensured common use
The equity at family.
Embodiment 4
As shown in figure 5, the OTA platforms of the present embodiment are to embodiment 1 for identifying that user's malice brushes single method
Further refinement, specifically, user's sequence information in the present embodiment include Business Information and the longitude and latitude of lower single user
Information；
It is specifically included in step S103：
S1033, according to the Business Information, obtain the software of user equipment installation that each user places an order in the businessman
The mean value and/or variance of quantity, and judge whether the mean value and/or the variance are less than third given threshold, if so, really
The the second malice grade for determining user is more than the grade threshold, and perform step S104；Or,
According to the latitude and longitude information of the lower single user, the installation for obtaining each user in same longitude and latitude is soft
The mean value and/or variance of the amount of software of part information corresponding equipment installation, and judge whether are the mean value and/or the variance
Less than third given threshold, if so, the second malice grade for determining user is more than the grade threshold, and perform step
S104。
The present embodiment is based on user equipment (such as cell-phone customer terminal), and by obtaining the log-on message of each user, user orders
Single information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, Business Information and lower single latitude and longitude information are selected, and adopt
Corresponding control method is taken to be controlled, user is reduced and bothers rate, effectively assess user, is improved to malice brush single user
Precisely identification and intercept, effectively prevent brush is single, on line a series of brill businessmans rules, the technical leak such as ox, wool party with
The group made profit limits malice brush single user and receives that some preferential dynamics are larger, resource is more in short supply by register account number
The situation of product and discount coupon so as to true new user be allowed to enjoy the subsidy of the part, improves the viscosity of user and multiple
Purchase rate saves OTA platforms for market subsidy, the expense of promotion, while also improves user experience, has ensured common
The equity of user.
Embodiment 5
As shown in fig. 6, the OTA platforms of the present embodiment are to embodiment 1 for identifying that user's malice brushes single method
Further refinement, specifically, ground of the user's sequence information belonging to including order source-information and order in the present embodiment
Manage location information；
It is specifically included in step S103：
S1034, the geographical location information according to belonging to the order source-information and the order, obtain same businessman's
Same discounted products are corresponding to belong to the same order source-information and/or the same affiliated geographical location information of the order
Quantity on order, and whether the quantity on order is judged more than the 4th given threshold, if so, determining the second malice grade of user
More than the grade threshold, it is determined that the second malice grade of user is more than the grade threshold, and performs step S104.
The present embodiment is based on user equipment (such as cell-phone customer terminal), and by obtaining the log-on message of each user, user orders
Single information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, the geography belonging to selection order source-information and order
Location information, and corresponding control method is taken to be controlled, it reduces user and bothers rate, effectively assess user, improve
To precisely identification and the interception of malice brush single user, effectively prevent and brush a series of brill businessman rule of ox, wool party etc. on single, line
Then, group of the technical leak to make profit, limit malice brush single user by register account number receive some preferential dynamics it is larger, money
The situation of source product more in short supply and discount coupon so as to true new user be allowed to enjoy the subsidy of the part, improves use
The viscosity at family and again purchase rate save OTA platforms for market subsidy, the expense of promotion, while also improve user's body
It tests, has ensured the equity of ordinary user.
Embodiment 6
As shown in fig. 7, the OTA platforms of the present embodiment obtain for identifying that user's malice brushes single system including the first information
Modulus block 1, the first judgment module 2, the second data obtaining module 3, the second judgment module 4 and processing module 5.
The first information acquisition module 1 is used to obtain the log-on message of each user；
First judgment module 2 is used to determine the first malice grade of user according to the log-on message, and judges institute
State whether the first malice grade is more than grade threshold, if so, calling the processing module；Otherwise, second information is called
Acquisition module 3；
Second data obtaining module 3 is used to obtain user equipment information and/or user's sequence information；
Second judgment module 4 is used for according to the user equipment information and/or user's sequence information, judges to use
Whether the second malice grade at family is more than the grade threshold, if so, calling the processing module 5；
The processing module 5 intercepts the malice brush single user for determining user as malice brush single user
Operation.
Wherein, as shown in Fig. 2, the brush list process of malice brush single user includes：By carrying out batch registration in OTA platforms,
Spurious information, which is concentrated, gets the discount coupon of merchant issued, then the discount coupon got is being used to carry out to corresponding businessman brushing single behaviour
Make, return existing so as to carry out operation of withdrawing deposit in account so as to obtain the vertical preferential or acquisition subtracted.
OTA platforms are registered in OTA platforms according to the malice grade of malice brush single user identified, to user, are led
Certificate, drawn a bill with certificate, admission ticket, payment result is polished back, withdraws deposit etc. is related to each stage of marketing, links carry out different dynamics
Control and interception；
The present embodiment is based on user equipment (such as cell-phone customer terminal), by the log-on message, the Yong Hushe that obtain each user
Standby information and/or user's sequence information judge the malice grade of user, determine user as malice brush single user, and malice is brushed
Single user carries out interception operation；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, select user corresponding not
Same dimensional information, and different control methods is taken to be respectively controlled, it reduces user and bothers rate, that is, realize from the multidimensional number of degrees
It according to user is effectively assessed, improves and malice brush single user is precisely identified and intercepted, effectively prevent and brush Huang on single, line
Ox, wool party etc. are a series of to bore businessman's rule, group of the technical leak to make profit, and limits malice brush single user by registering account
The product and the situation of discount coupon number received some preferential dynamics is larger, resource is more in short supply, so as to which the subsidy of the part be allowed
True new user enjoys, and improves the viscosity and purchase rate again of user, save OTA platforms subsidized for market, promotion
Expense, while also improve user experience, ensured the equity of ordinary user.
Embodiment 7
As shown in figure 8, the OTA platforms of the present embodiment are to embodiment 6 for identifying that user's malice brushes single system
Further refinement, specifically, the user equipment information in the present embodiment include equipment Serial Number；
Second judgment module 4 includes 41 and first judging unit 42 of first acquisition unit；
The first acquisition unit 41 is used for according to the equipment Serial Number, obtains the equipment Serial Number in setting time
The number of interior appearance, and call first judging unit 42；
Whether first judging unit 42 is for judging the number more than the first given threshold, if so, determining to use
Whether the second malice grade at family is more than the grade threshold, and call the processing module 5.
The present embodiment is based on user equipment (such as cell-phone customer terminal), by the log-on message, the Yong Hushe that obtain each user
Standby information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, the equipment Serial Number of user is selected, and take corresponding
Control method is controlled, and is reduced user and is bothered rate, effectively assesses user, improves and malice brush single user is precisely identified
With interception, effectively prevent and brush a series of brill businessmans rules of ox, wool party etc. on single, line, group of the technical leak to make profit
Body limits product that malice brush single user receives some preferential dynamics is larger, resource is more in short supply by register account number and excellent
The situation of favour certificate so as to true new user be allowed to enjoy the subsidy of the part, improves the viscosity and purchase rate again of user, saving
OTA platforms also improve user experience for market subsidy, the expense of promotion, have ensured the power of ordinary user
Benefit.
Embodiment 8
As shown in figure 9, the OTA platforms of the present embodiment are to embodiment 6 for identifying that user's malice brushes single system
Further refinement, specifically, the user equipment information in the present embodiment include installation software information；
Second judgment module 4 includes second acquisition unit 43 and second judgment unit 44；
The second acquisition unit 43 is used for the installation software information and the black name of software in the database of OTA platforms
It is singly compared, obtains in the installation software information and belong to the amount of software of the Software Blacklist, and call described second
Judging unit 44；
Whether the second judgment unit 34 is for judging the amount of software more than the second given threshold, if so, really
The the second malice grade for determining user is more than the grade threshold, and call the processing module 5.
The present embodiment is based on user equipment (such as cell-phone customer terminal), by the log-on message, the Yong Hushe that obtain each user
Standby information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, the installation software information of user equipment is selected, and take
Corresponding control method is controlled, and is reduced user and is bothered rate, effectively assesses user, is improved to malice brush single user essence
Quasi- identification and interception effectively prevent and brush a series of brill businessman rules of ox, wool party etc. on single, line, technical leak to try to gain
The group of profit limits the production that malice brush single user receives some preferential dynamics is larger, resource is more in short supply by register account number
The situation of product and discount coupon so as to true new user be allowed to enjoy the subsidy of the part, improves the viscosity of user and multiple purchase
Rate saves OTA platforms for market subsidy, the expense of promotion, while also improves user experience, has ensured common use
The equity at family.
Embodiment 9
As shown in Figure 10, the OTA platforms of the present embodiment is to embodiment 6 for identifying that user's malice brushes single system
Further refinement, specifically, user's sequence information in the present embodiment include Business Information and the longitude and latitude of lower single user
Information；
Second judgment module 4 includes third acquiring unit 45 and third judging unit 46；
The third acquiring unit 45 is used for according to the Business Information, obtains the use that each user places an order in the businessman
The mean value and/or variance of the amount of software of family equipment installation, and call the third judging unit 46；Or,
The third acquiring unit 45 is additionally operable to the latitude and longitude information according to the lower single user, obtains in same longitude and latitude
The mean value and/or variance of the amount of software of the corresponding equipment installation of the installation software information of each user of degree, and call
The third judging unit 46；
The third judging unit 46 is used to judge whether the mean value and/or the variance are less than third given threshold,
If so, the second malice grade for determining user is more than the grade threshold, and call the processing module 5.
The present embodiment is based on user equipment (such as cell-phone customer terminal), and by obtaining the log-on message of each user, user orders
Single information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, Business Information and lower single latitude and longitude information are selected, and adopt
Corresponding control method is taken to be controlled, user is reduced and bothers rate, effectively assess user, is improved to malice brush single user
Precisely identification and intercept, effectively prevent brush is single, on line a series of brill businessmans rules, the technical leak such as ox, wool party with
The group made profit limits malice brush single user and receives that some preferential dynamics are larger, resource is more in short supply by register account number
The situation of product and discount coupon so as to true new user be allowed to enjoy the subsidy of the part, improves the viscosity of user and multiple
Purchase rate saves OTA platforms for market subsidy, the expense of promotion, while also improves user experience, has ensured common
The equity of user.
Embodiment 10
As shown in figure 11, the OTA platforms of the present embodiment is to embodiment 6 for identifying that user's malice brushes single system
Further refinement, specifically, ground of the user's sequence information belonging to including order source-information and order in the present embodiment
Manage location information；
Second judgment module 4 includes the 4th acquiring unit 47 and the 4th judging unit 48；
4th acquiring unit 47 is for the geographical location letter according to belonging to the order source-information and the order
Breath, the same discounted products for obtaining same businessman corresponding belong to the same order source-information and/or the same order
The quantity on order of affiliated geographical location information, and call the 4th judging unit 48；
Whether 4th judging unit 48 is for judging the quantity on order more than the 4th given threshold, if so, really
The the second malice grade for determining user is more than the grade threshold, and call the processing module 5.
The present embodiment is based on user equipment (such as cell-phone customer terminal), and by obtaining the log-on message of each user, user orders
Single information judges the malice grade of user, determines user as malice brush single user, and carry out interception behaviour to malice brush single user
Make；Meanwhile the preferential dynamics of difference of the discounted products according to OTA platforms, the geography belonging to selection order source-information and order
Location information, and corresponding control method is taken to be controlled, it reduces user and bothers rate, effectively assess user, improve
To precisely identification and the interception of malice brush single user, effectively prevent and brush a series of brill businessman rule of ox, wool party etc. on single, line
Then, group of the technical leak to make profit, limit malice brush single user by register account number receive some preferential dynamics it is larger, money
The situation of source product more in short supply and discount coupon so as to true new user be allowed to enjoy the subsidy of the part, improves use
The viscosity at family and again purchase rate save OTA platforms for market subsidy, the expense of promotion, while also improve user's body
It tests, has ensured the equity of ordinary user.
Although specific embodiments of the present invention have been described above, it will be appreciated by those of skill in the art that these
It is merely illustrative of, protection scope of the present invention is defined by the appended claims.Those skilled in the art is not carrying on the back
Under the premise of from the principle and substance of the present invention, various changes or modifications can be made to these embodiments, but these are changed
Protection scope of the present invention is each fallen with modification.
Claims (10)
1. a kind of OTA platforms are used to identify that user's malice to brush single method, which is characterized in that the method includes：
S1, the log-on message for obtaining each user, the first malice grade of user are determined according to the log-on message, and judge institute
State whether the first malice grade is more than grade threshold, if so, performing step S4；Otherwise, step S2 is performed；
S2, user equipment information and/or user's sequence information are obtained；
S3, according to the user equipment information and/or user's sequence information, determine the second malice grade of user, and sentence
Whether the second malice grade of breaking is more than the grade threshold, if so, performing step S4；
S4, user is determined as malice brush single user, and interception operation is carried out to the malice brush single user.
2. OTA platforms as described in claim 1 are used to identify that user's malice to brush single method, which is characterized in that the use
Family facility information includes equipment Serial Number；
It is specifically included in step S3：
According to the equipment Serial Number, the number that the equipment Serial Number occurs in setting time is obtained, and is judged described time
Whether number is more than the first given threshold, if so, the second malice grade for determining user is more than the grade threshold, and hold
Row step S4.
3. OTA platforms as described in claim 1 are used to identify that user's malice to brush single method, which is characterized in that the use
Family facility information includes installation software information；
It is specifically included in step S3：
The installation software information with the Software Blacklist in the database of OTA platforms is compared, it is soft to obtain the installation
Belong to the amount of software of the Software Blacklist in part information, and whether judge the amount of software more than the second given threshold,
If so, the second malice grade for determining user is more than the grade threshold, and perform step S4.
4. OTA platforms as claimed in claim 3 are used to identify that user's malice to brush single method, which is characterized in that the use
Family sequence information includes the latitude and longitude information of Business Information and lower single user；
It is specifically included in step S3：
According to the Business Information, the mean value of the amount of software of user equipment installation that each user places an order in the businessman is obtained
And/or variance, and judge whether the mean value and/or the variance are less than third given threshold, if so, determining the institute of user
The second malice grade is stated more than the grade threshold, and performs step S4；Or,
According to the latitude and longitude information of the lower single user, the installation software letter of each user in same longitude and latitude is obtained
The mean value and/or variance of the amount of software of corresponding equipment installation are ceased, and judges whether the mean value and/or the variance are less than
Third given threshold, if so, the second malice grade for determining user is more than the grade threshold, and perform step S4.
5. OTA platforms as described in claim 1 are used to identify that user's malice to brush single method, which is characterized in that the use
Geographical location information of the family sequence information belonging to including order source-information and order；
It is specifically included in step S3：
According to the geographical location information belonging to the order source-information and the order, the same preferential production of same businessman is obtained
The corresponding quantity on order for belonging to the same order source-information and/or the same affiliated geographical location information of the order of product,
And whether the quantity on order is judged more than the 4th given threshold, if so, the second malice grade for determining user is more than
The grade threshold, and perform step S4.
6. a kind of OTA platforms are used to identify that user's malice to brush single system, which is characterized in that the system comprises the first information
Acquisition module, the first judgment module, the second data obtaining module, the second judgment module and processing module；
The first information acquisition module is used to obtain the log-on message of each user；
First judgment module is used to determine the first malice grade of user according to the log-on message, and judges described first
Whether malice grade is more than grade threshold, if so, calling the processing module；Otherwise, the second acquisition of information mould is called
Block；
Second data obtaining module is used to obtain user equipment information and/or user's sequence information；
Second judgment module is used for according to the user equipment information and/or user's sequence information, judges user's
Whether the second malice grade is more than the grade threshold, if so, calling the processing module；
The processing module carries out interception operation for determining user as malice brush single user to the malice brush single user.
7. OTA platforms as claimed in claim 6 are used to identify that user's malice to brush single system, which is characterized in that the use
Family facility information includes equipment Serial Number；
Second judgment module includes first acquisition unit and the first judging unit；
The first acquisition unit is used for according to the equipment Serial Number, obtains the equipment Serial Number and occurs in setting time
Number, and call first judging unit；
Whether first judging unit is for judging the number more than the first given threshold, if so, determining the institute of user
The second malice grade is stated more than the grade threshold, and calls the processing module.
8. OTA platforms as claimed in claim 6 are used to identify that user's malice to brush single system, which is characterized in that the use
Family facility information includes installation software information；
Second judgment module includes second acquisition unit and second judgment unit；
The second acquisition unit is used to carry out the installation software information with the Software Blacklist in the database of OTA platforms
It compares, obtains in the installation software information and belong to the amount of software of the Software Blacklist, and call described second to judge list
Member；
Whether the second judgment unit is for judging the amount of software more than the second given threshold, if so, determining user
The second malice grade be more than the grade threshold, and call the processing module.
9. OTA platforms as claimed in claim 6 are used to identify that user's malice to brush single system, which is characterized in that the use
Family sequence information includes the latitude and longitude information of Business Information and lower single user；
Second judgment module includes third acquiring unit and third judging unit；
The third acquiring unit is used for according to the Business Information, obtains the user equipment that each user places an order in the businessman
The mean value and/or variance of the amount of software of installation, and call the third judging unit；Or,
The third acquiring unit is additionally operable to the latitude and longitude information according to the lower single user, obtains every in same longitude and latitude
The mean value and/or variance of the amount of software of the corresponding equipment installation of the installation software information of a user, and call described the
Three judging units；
The third judging unit is used to judge whether the mean value and/or the variance are less than third given threshold, if so,
The the second malice grade for determining user is more than the grade threshold, and call the processing module.
10. OTA platforms as claimed in claim 6 are used to identify that user's malice to brush single system, which is characterized in that the use
Geographical location information of the family sequence information belonging to including order source-information and order；
Second judgment module includes the 4th acquiring unit and the 4th judging unit；
4th acquiring unit obtains for the geographical location information according to belonging to the order source-information and the order
The same discounted products of same businessman are corresponding to belong to geographical belonging to the same order source-information and/or the same order
The quantity on order of location information, and call the 4th judging unit；
Whether 4th judging unit is for judging the quantity on order more than the 4th given threshold, if so, determining user
The second malice grade be more than the grade threshold, and call the processing module.
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| CN114331592A (en) * | 2021-12-10 | 2022-04-12 | 北京互金新融科技有限公司 | Method for identifying malicious order-swiping behavior |
| CN114329431A (en) * | 2021-12-28 | 2022-04-12 | 四川启睿克科技有限公司 | New user authentication method based on mobile device multiple feature detection |
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