CN110362973A - A kind of generation method and electronic equipment of safety problem - Google Patents

A kind of generation method and electronic equipment of safety problem Download PDF

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Publication number
CN110362973A
CN110362973A CN201810254327.XA CN201810254327A CN110362973A CN 110362973 A CN110362973 A CN 110362973A CN 201810254327 A CN201810254327 A CN 201810254327A CN 110362973 A CN110362973 A CN 110362973A
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China
Prior art keywords
safety problem
answer
data
target user
score value
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CN201810254327.XA
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Chinese (zh)
Inventor
韩建华
李俭
鲍苏煜
莫国彪
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China Mobile Communications Group Co Ltd
China Mobile Communications Ltd Research Institute
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China Mobile Communications Group Co Ltd
China Mobile Communications Ltd Research Institute
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Priority to CN201810254327.XA priority Critical patent/CN110362973A/en
Publication of CN110362973A publication Critical patent/CN110362973A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/45Structures or tools for the administration of authentication
    • G06F21/46Structures or tools for the administration of authentication by designing passwords or checking the strength of passwords

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  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a kind of generation methods of safety problem, which comprises at least a kind of data of target user are obtained from user data source;According at least partly data at least a kind of data of the target user, the safety problem for being directed to the target user and/or model answer corresponding with the safety problem of the target user is directed to are generated;Wherein, the safety problem and the model answer can change with the data of target user and be changed.The present invention further simultaneously discloses a kind of electronic equipment.

Description

A kind of generation method and electronic equipment of safety problem
Technical field
The present invention relates to the generation methods and electronics of the generation technique of safety problem more particularly to a kind of safety problem to set It is standby.
Background technique
Safety problem (Security Question) is a kind of form of shared secret (shared secret), is used earliest In banking.With the popularity of the internet, it is widely used in password reset, or comes as a kind of additional security means Authenticate user.
In existing security system, safety problem is all pre-set, static, this will generate following Problem:
(1) it the problem of static security problem and the quantity of answer is all very limited, is easy to be broken, safety is not high.Such as " which producer's production your first automobile is ", " what is one's surname by your first form master " etc..Some or multiple-choice question, Such as: U.S. United Airlines, Inc website, each problem allow user to select one from 5,6 answers.In this way, user obtains the range of answer just more It is small.Hacker uses some technological means, for example obtains some user informations from social network sites, can directly obtain or derive indirectly Answer out.
(2) answer of static security problem often requires that answer is just verified with problem exact matching.If user There is a little small misspelling in the answer as phonetic, it is possible to cause big trouble.Such as: on internet one very often Which producer's production is does safety problem " your first car is "? if user is when setting the password of the problem, no It carefully has input " Nisan ", and when carrying out the Password Input to the problem next time, have input correctly spelling Nissan (day It produces).So, if input correctly spelling, cannot log in or reset password after user.It is tired to be brought to user It disturbs.
Summary of the invention
In view of this, can be solved an embodiment of the present invention is intended to provide a kind of generation method of safety problem and electronic equipment Certainly safety problem and password setting are not flexible in the prior art, and are easy the problem of being cracked.
In order to achieve the above objectives, the technical solution of the embodiment of the present invention is achieved in that
One side according to embodiments of the present invention, provides a kind of generation method of safety problem, which comprises
At least a kind of data of target user are obtained from user data source;
According at least partly data at least a kind of data of the target user, generate for the target user's Safety problem and/or model answer corresponding with the safety problem of the target user is directed to;Wherein, the safety problem and institute Stating model answer can be as the data of target user change and are changed.
In above scheme, according at least partly data at least a kind of data of the target user, generates and be directed to institute State the safety problem of target user and/or model answer corresponding with the safety problem of the target user is directed to, comprising:
Using at least partly data at least a kind of data, the safety directly generated for the target user is asked Topic and/or model answer corresponding with the safety problem of the target user is directed to;
Alternatively,
According at least partly data at least a kind of data, generation is directed to at least partly data correlation The safety problem of the target user and/or model answer corresponding with the safety problem of the target user is directed to.
In above scheme, at least partly data at least a kind of data according to the target user, generation is directed to After the safety problem of the target user and/or model answer corresponding with the safety problem of the target user is directed to, institute State method further include:
According to the new data generated at least a kind of data, the safety problem and/or the model answer are updated.
In above scheme, at least partly data at least a kind of data according to the target user, generation is directed to After the safety problem of the target user and/or model answer corresponding with the safety problem of the target user is directed to, institute State method further include:
Export the safety problem;Receive the safety problem answer for safety problem input;
The safety problem answer is matched with the model answer, obtains corresponding to answering for the safety problem answer Case score value;
Determine whether the safety problem answer is verified according to the answer score value.
In above scheme, the safety problem answer is being matched with the model answer, is obtaining corresponding to the peace Before the answer score value of full problem answers, the method also includes:
According at least partly data at least a kind of data of the target user, generate defeated for the target user The scoring of the safety problem answer entered;
Correspondingly, the safety problem answer is matched with the model answer, obtains corresponding to the safety problem The answer score value of answer, comprising:
Using the scoring, the safety problem answer is matched with the model answer, obtains corresponding institute State the answer score value of safety problem answer.
In above scheme, determine whether the safety problem answer is verified according to the answer score value, comprising:
When the answer score value corresponds to a safety problem, the answer score value is compared with preset threshold;
When determining that the answer score value is greater than the preset threshold according to comparison result, determine that the safety problem answer is tested Card passes through;
When determining that the answer score value is less than the preset threshold according to comparison result, determine that the safety problem answer is tested Card failure.
In above scheme, determine whether the safety problem answer is verified according to the answer score value, comprising:
When the answer score value corresponds at least two safety problems, assessment calculating is carried out to the answer score value, obtains needle To the assessed value of the answer score value;
The assessed value is compared with preset threshold;
When determining that the assessed value is greater than the preset threshold according to comparison result, the safety problem answer verifying is determined Pass through;
When determining that the assessed value is less than the preset threshold according to comparison result, the safety problem answer verifying is determined Failure.
In above scheme, assessment calculating is carried out to the answer score value, obtains the assessed value for the answer score value, packet It includes:
Using the answer score value as input parameter;
The input parameter is calculated using assessment models, obtains the assessed value for the answer score value.
It in above scheme, is determining that the safety problem answer is verified, or is determining the safety problem answer verifying After failure, the method also includes:
Continue to generate the safety problem;
Wherein, continue the safety problem safety problem corresponding with the safety problem answer being verified generated Type it is different;
Alternatively, continuing the safety problem safety problem corresponding with the safety problem answer of authentication failed generated Type it is identical.
Another aspect according to embodiments of the present invention, provides a kind of electronic equipment, and the electronic equipment includes: to obtain list Member and generation unit;
Wherein, the acquiring unit, for obtaining at least a kind of data of target user from user data source;
The generation unit is generated for at least partly data at least a kind of data according to the target user Safety problem and/or model answer corresponding with the safety problem of the target user is directed to for the target user;Its In, the safety problem and the model answer can change with the data of the target user and be changed.
In above scheme, the generation unit, specifically for utilizing at least partly data at least a kind of data, It directly generates for the safety problem of the target user and/or corresponding with the safety problem of the target user is directed to The model answer;Alternatively, being generated and at least partly data according at least partly data at least a kind of data The associated institute for the safety problem of the target user and/or with the safety problem for the target user State model answer.
In above scheme, the electronic equipment further include: updating unit;
The updating unit, for updating the safety problem according to the new data generated at least a kind of data And/or the model answer.
In above scheme, the electronic equipment further include: input/output unit, matching unit and determination unit;
Wherein, the input/output unit, for exporting the safety problem;It receives and is inputted for the safety problem Safety problem answer;
The matching unit obtains corresponding institute for matching the safety problem answer with the model answer State the answer score value of safety problem answer;
The determination unit, for determining whether the safety problem answer is verified according to the answer score value.
In above scheme, the generation unit is also used at least a kind of data according to the target user at least Partial data generates the scoring of the safety problem answer for target user input;
The matching unit is specifically used for utilizing the scoring, the safety problem answer is answered with the standard Case is matched, and the answer score value for corresponding to the safety problem answer is obtained.
In above scheme, the electronic equipment further include: computing unit;
The computing unit when corresponding to a safety problem for the answer score value, by the answer score value and is preset Threshold value is compared;Alternatively, carrying out assessment meter to the answer score value when answer score value corresponds at least two safety problems It calculates, obtains the assessed value for the answer score value;The assessed value is compared with preset threshold;
The determination unit, when specifically for determining that the answer score value is greater than the preset threshold according to comparison result, Determine that the safety problem answer is verified;When determining that the answer score value is less than the preset threshold according to comparison result, Determine the safety problem answer authentication failed;Alternatively, determining that the assessed value is greater than the preset threshold according to comparison result When, determine that the safety problem answer is verified;When determining that the assessed value is less than the preset threshold according to comparison result, Determine the safety problem answer authentication failed.
In above scheme, the computing unit is specifically used for using the answer score value as input parameter;Utilize assessment mould Type calculates the input parameter, obtains the assessed value for the answer score value.
In above scheme, the generation unit is also used to continue to give birth to when determining that the safety problem answer is verified At the different types of safety problem of safety problem corresponding with the safety problem answer being verified;Alternatively, in determination When the safety problem answer authentication failed, continue to generate safety problem corresponding with the safety problem answer of authentication failed The identical safety problem of type.
According to a third aspect of the embodiments of the present invention, a kind of electronic equipment is provided, the equipment includes: memory, processing Device and it is stored in the executable program that memory is moved by processor, which is characterized in that can hold described in the processor operation The step of generation method of safety problem described in any one of generation method of above-mentioned safety problem is executed when line program.
According to a fourth aspect of the embodiments of the present invention, a kind of electronic equipment is provided, executable program is stored thereon with, it is special Sign is that the executable code processor realizes peace described in any one of generation method of above-mentioned safety problem when executing The step of generation method of full problem.
The generation method and electronic equipment of safety problem provided by the present invention are used by obtaining target from user data source At least a kind of data at family;According at least partly data at least a kind of data of the target user, generate for described The safety problem of target user and/or model answer corresponding with the safety problem of the target user is directed to;Wherein, the peace Full problem and the model answer can change with the data of target user and be changed.In this way, utilizing various dimensions User data, safety problem and model answer are generated, so that the difficulty that safety problem and answer are cracked increases, to improve The safety coefficient of system.
Detailed description of the invention
Fig. 1 is the flow diagram of the generation method of safety problem in the embodiment of the present invention;
Fig. 2 is the structural schematic diagram of the generation system of safety problem in the embodiment of the present invention;
Fig. 3 is the structure composition schematic diagram one of electronic equipment in the embodiment of the present invention;
Fig. 4 is the structure composition schematic diagram two of electronic equipment in the embodiment of the present invention.
Specific embodiment
In order to more fully hereinafter understand the features of the present invention and technology contents, with reference to the accompanying drawing to reality of the invention It is now described in detail, appended attached drawing purposes of discussion only for reference, is not used to limit the present invention.
Fig. 1 is the flow diagram of the generation method of safety problem in the embodiment of the present invention, as shown in Figure 1, the method Include:
Step 101, at least a kind of data of target user are obtained from user data source;
In the embodiment of the present invention, the user data source can be single information source, be also possible to several single letters The polymerization (aggregator) or exchange (exchange) in breath source.Such as each subsidiary under China Mobile and China Mobile The data of system (such as miaow cluck) can be aggregating, form more powerful data source.Say for another example, U.S.'s Amazon system and Facebook system can be exchanged each other's needs by data exchange.In this way, the operator of Amazon and facebook can gather around user simultaneously Consumption data and user social contact data, so that respectively the data volume in database increases, data latitude is richer.
In the embodiment of the present invention, due to possessing the user data of a large amount of, various dimensions in each user data source, because This, obtains basis of at least a kind of data of target user as subsequent dynamic generation safety problem from user data source, can So that the quality of the safety problem generated is higher, it is bigger to crack difficulty.
Here, at least a kind of data of target user may is that user's registration information, such as the user information of real-name authentication, The identification card number of user or social security number's information etc..It can also be the data that user constantly generates in each system, such as user The mobile payment information etc. of the model sent out on social network sites or user on consumption website.
Step 102, it according at least partly data at least a kind of data of the target user, generates and is directed to the mesh Mark the safety problem of user and/or model answer corresponding with the safety problem of the target user is directed to;Wherein, the safety Problem and the model answer can change with the data of target user and be changed.
In the embodiment of the present invention, it can use at least partly data at least a kind of data, directly generate and be directed to The safety problem of the target user and/or model answer corresponding with the safety problem of the target user is directed to.For example, root According to the birthdate information in user data, can directly generate for inquire user birth days safety problem, and/ Or generate the model answer of the safety problem on the days being born for user, i.e., the birthdate in user data is directly made For the model answer.
In the embodiment of the present invention, can also according at least partly data at least a kind of data, generate with it is described At least partly data correlation for the target user safety problem and/or be directed to the target user safety problem Corresponding model answer.For example, using artificial intelligence technology, being derived indirectly according to one or more information in user data Generate safety problem and model answer.Here, artificial intelligence technology includes but is not limited to knowledge mapping, deep learning, natural language The technologies such as speech processing.
For example, generating the safety problem including several time sections according to the birthdate information in user data Which time interval (such as: 1995-2000,2001-2005,2006-2010) is at for inquiring that user is in high school.
For another example, according to user's payment information in user data, generating includes that several safety for taking in amount sections are asked It inscribes (such as: 1000-2000,2000-5000,5000-10000), for inquiring the current income section of user.Certainly, here, raw It is that system engine is according to a large amount of known branch of user at the premise for inquiring that user currently takes in the safety problem in section The authentic data for paying information and user's income has had a confidence level very high using intelligent algorithms such as deep learnings Prediction model.
For another example, it according to customer consumption information, generates for allowing user to select bought (1) housing, (2) trousers, (3) last week The safety problem of underwear, (4) cap, (5) shoes ...;
It can also generate according to the data on user social contact network and inscribe the safety what pet its uncle has supported for inquiry Problem.
In the embodiment of the present invention, with behavioral data of the user in each system, for example, Shopping Behaviors, behavior of posting, readding Reading behavior, comment behavior, collection behavior etc., can constantly increase new user data, therefore the present invention is real in user data source It applies in example, at least partly data at least a kind of data according to the target user generate and are directed to the target user Safety problem and/or with for the corresponding model answer of the safety problem of the target user after, can also be according to The new data generated at least a kind of data, updates the safety problem and/or the model answer.It can greatly improve in this way The safety coefficient of system.
For example, the data for not having user to read reading in original user data, then generate reading in reading platform in user After data, it can also be generated according to the reading data of user and be asked for inquiring that user read the safety of which article or books Topic.
For another example, it is in the model answer of the safety problem in the current income section of corresponding inquiry user: 3000-5000 Member, then working as generating again with inquiry user when being 5000 yuan or more according to nearly 3 months mobile payment information of user When the corresponding model answer of the safety problem in preceding income section, which may be 5000-10000 member.
In the embodiment of the present invention, at least partly data at least a kind of data according to the target user are generated Safety problem for the target user and/or with for the corresponding model answer of the safety problem of the target user it Afterwards, the method also includes:
Export the safety problem;Receive the safety problem answer for safety problem input;The safety is asked Topic answer is matched with the model answer, obtains the answer score value for corresponding to the safety problem answer;According to the answer Score value determines whether the safety problem answer is verified.
It specifically, can be by current application when user carries out password resetting or needs to carry out subscription authentication Safety certification interface clicks " password resetting " and either " forgets Password " or icons such as " giving password for change " are to safety problem system Background server send subscription authentication request or password resetting request, background server receive the subscription authentication request or it is close After code resetting request, according to the user data in the user data source, using artificial intelligence technology dynamic generation safety problem, and The safety problem generated by front-end user interface output.User sees the safety problem that system is presented in front-end user interface Afterwards, safety problem answer is inputted for the safety problem.
Here, the front-end user interface can be existing computer software (Software APPlication) or net It stands the interface (Website), can be cell phone application interface out, can also beThe interaction of intelligent sound equipment progress voice dialogue.
After background server receives the safety problem answer, using the scoring of the embodiment of the present invention, by the safety Problem answers are matched with model answer, obtain the answer score value for corresponding to the safety problem answer;Finally further according to described Answer score value determines whether the safety problem answer is verified.
Here, it with specific reference at least partly data at least a kind of data of the target user, generates for described The scoring of the safety problem answer of target user's input.
For example, according to the education background information in user data, the fractional value for generating the user of corresponding postgraduate's graduation is 0.2 point, the fractional value of the corresponding user to graduate from university be 0.4 point, the fractional value of the corresponding user to graduate from the high school is 0.6 point, right The fractional value for the user that should be graduated from junior middle school is 0.8 point.This is because the obvious user than graduating from junior middle school of user of postgraduate's graduation A possibility that malfunctioning in some aspects is smaller.Such as it is according to the safety problem of user data dynamic generation: the automobile that you buy Producer what is? its corresponding model answer is " NISSAN ", then when exporting the safety problem to user, the use graduated from junior middle school Family is possible to spell " NISSAN " at " NISAN " when inputting safety problem answer, in this way, inputting for the safety problem The user to graduate from junior middle school of " NISAN " can be obtained by 0.8 point, and finish for the postgraduate of safety problem input " NISAN " The user of industry can be obtained by 0.2 point.
In the embodiment of the present invention, determine whether the safety problem answer is verified according to the answer score value, comprising:
When the answer score value corresponds to a safety problem, the answer score value is compared with preset threshold;According to When comparison result determines that the answer score value is greater than the preset threshold, determine that the safety problem answer is verified;According to When comparison result determines that the answer score value is less than the preset threshold, the safety problem answer authentication failed is determined.
Alternatively, carrying out assessment calculating when the answer score value corresponds at least two safety problems to the answer score value, obtaining To the assessed value for being directed to the answer score value;The assessed value is compared with preset threshold;Institute is determined according to comparison result When commentary valuation is greater than the preset threshold, determine that the safety problem answer is verified;According to comparison result determination When assessed value is less than the preset threshold, the safety problem answer authentication failed is determined.
Specifically, assessment calculating is carried out to the answer score value, obtains the assessed value for the answer score value, comprising: Using the answer score value as input parameter;The input parameter is calculated using assessment models, obtains answering for described The assessed value of case score value.
For example, the answer score value that user is directed to one or more problems utilizes an assessment models as input parameter The answer score value is calculated (such as: weighted calculation or derived function) after, obtained result is for the answer point The assessed value of value.When the assessed value is greater than secure threshold, it is considered as the safety problem answer that the user is directed to and passes through, conversely, Then fail.
In the embodiment of the present invention, determining that the safety problem answer is verified, or determine the safety problem answer After authentication failed, the method also includes:
Continue to generate the safety problem;Wherein, the safety for continuing the safety problem generated and being verified The type of the corresponding safety problem of problem answers is different;Alternatively, continue generate the safety problem and authentication failed it is described The type of the corresponding safety problem of safety problem answer is identical.
Here, the sequence of the generation of safety problem is also to be automatically generated according to certain algorithm and model, and safe The generation sequence of problem and above-mentioned scoring are associated.
Such as: system passes through the peace that the first topic that user front end circle user oriented exports is about inquiry customer consumption situation Full problem, if first topic user answer questions, system will continue to generate safety problem, and by user front end interface to Family is presented.At this point, the second topic that system is presented to user may be exactly to inquire that safety problem user be the birthday.
If first topic user's answer is wrong, the second topic that system is presented to user may be again with respect to customer consumption The safety problem of situation.If it is right that the second topic user answers, illustrate that user is likely to only remember when answer first is inscribed It is less accurate to recall, if the second topic user also answers wrong, is considered as subscription authentication failure, will not continue to generate safety problem, It will not be further continued for out to user's output safety problem.Therefore, the answer result of last question user will have a direct impact on next defeated The content type of safety problem out.
The generation method of safety problem provided in an embodiment of the present invention, using a large amount of user data, stochastic and dynamic it is raw At safety problem and model answer, since these safety problems and model answer need the superposition and extraction of multiple information, It does not directly generate simply, therefore, the difficulty being cracked increases, and improves the safety coefficient of system.In addition, due to the present invention The mode that answer is determined in embodiment is the mode of a quantization, rather than one non-to i.e. wrong dual mode, in this way can also It is non-to the i.e. wrong inflexible problem that ossifys when enough avoiding in the prior art using static security question answering.
Fig. 2 is the structural schematic diagram of the generation system of safety problem in the embodiment of the present invention, as shown in Fig. 2, the system Include: user data source 201, safety problem generation engine 202, answer assessment and determination module 203, safety problem background service Module 204, other function module 205 and front-end user interface 206;
Wherein, user data source 201 is stored with a large amount of user data, including mobile operator, bandwidth operator, rises The data of the databases such as news, Alibaba, Google, facebook.Data in the user data source 201 can be single information Source is also possible to the polymerization or exchange data of multiple single information sources.For example, each son is public under China Mobile and China Mobile The data aggregate of department's system gets up to be formed by more powerful number and occupies source;It says for another example, Amazon Company and Lian Shuo company pass through Data exchange, so that two companies possess customer consumption data and user social contact data simultaneously.To as it can be seen that the embodiment of the present invention In user data source 201 be a various dimensions, big data quantity database.The number of users of big data quantity and various dimensions will be possessed According to source 201 as the basis for generating safety problem and answer, the safety coefficient of system can be greatly improved.
Safety problem generates the critical function module that engine 202 is the system, it is connected with user data source 201, is used for According to the user data in user data source 201, safety problem and answer are directly generated, or indirect using artificial intelligence technology Ground generates safety problem and answer.Here, artificial intelligence technology can be deep learning, natural-sounding processing, knowledge mapping etc. Model.
For example, being directly generated according to the birthdate of user in user data source 201 for inquiring when user is born Safety problem and answer;Alternatively, being generated indirectly using artificial intelligence technology for inquiring that user is the senior middle school on which day Safety problem and answer.
Assessment and determination module 203 is answered to sentence the answer of the safety problem of dynamic generation using the mode of quantization It is fixed.For example, what when the producer that the safety problem generated is the automobile for inquiring that user is bought is.If the answer of user's input It is mistaking for " NISSAN " and " NISAN ", traditional static security problem will determine user's erroneous answers, and the present invention is implemented For safety problem answer using quantization determinating mode in example, an answer score value is given in the answer that can be inputted to user.Than Such as, the user for answering " NISSAN " obtains 1 point, and the user for answering " NISAN " obtains 0.5 point.When user is for a certain number of When safety problem answer score value obtained reaches preset threshold, then judge that subscription authentication passes through, conversely, then subscription authentication is lost It loses.
Safety problem background service module 204 is responsible for management and the generation of coordination safety problem and evaluation and user hands over Mutually, while it is also the interface interactive with other function module.
Specifically, when user needs safety problem function to carry out subscription authentication or password resetting, pass through other function mould Block 205 sends authentication request or password resetting request to safety problem background service module 204;The other function module 205 can To be subscription authentication module or password resetting module.
When safety problem background service module 204 receives authentication request or password resetting request, generated to safety problem Engine 202 sends safety problem and generates request;When safety problem generation engine 202 receives safety problem generation request, according to User data source 201, and generate safety problem at random using artificial intelligence technology, and by the safety problem of generation to safety problem Background service module 204 is sent.Front end user is sent by the safety problem of generation by safety problem background service module 204 again Interface 206 is presented the safety problem to user from front-end user interface 206.Here, front-end user interface 206 can be existing Some computer softwares or web station interface can also be cell phone application interface, can also be and carry out voice by intelligent sound equipment The interactive interface of dialogue.
The front-end user interface 206 is answered in user for safety problem input after safety problem is presented to user When case, it is also used to receive the safety problem answer of user's input, and the safety problem answer is sent to safety problem backstage and is taken Business module 204.
The safety problem answer is sent to answer assessment and determination module 203 again by safety problem background service module 204, By answering assessment and determination module 203 according to user data source 201, and using artificial intelligence technology to the safety problem answer into Row judgement, obtain for safety problem answer quantization determine as a result, again by obtained quantization judgement result and preset threshold into Row compares, and determines that subscription authentication passes through still failure according to comparison result, or be also to continue with generation safety problem.If compared The result is that passing through or failing, then it will determine that result is sent to safety problem background service mould by answering assessment and determination module 203 Block 204;If comparison result is to continue with generation safety problem, it will determine that result is sent by answering assessment and determination module 203 Engine 202 is generated to safety problem, is then again presented the safety problem of generation to user, and again to the safety of user's input Problem answers are determined, until determining that subscription authentication passes through or fails.
Here it is possible to when the quantity of output safety problem is not up to preset quantity, continue to generate safety problem, and to Family is presented;Reach preset quantity in the quantity of output safety problem, and the total score of the safety problem answer of user's input is not When reaching preset threshold, subscription authentication failure is determined, conversely, determining that subscription authentication passes through.
It is used finally, being sent to request by the result that subscription authentication is passed through or failed by safety problem background service module 204 Family authentication or the other function module 205 of password resetting, will be passed through by other function module 205 or the result of failure pass through front end User interface 206 exports.
Fig. 3 is the structural schematic diagram one of electronic equipment in the embodiment of the present invention;As shown in figure 3, the electronic equipment includes: Acquiring unit 301 and generation unit 302;
Wherein, the acquiring unit 301, for obtaining at least a kind of data of target user from user data source;
The generation unit 302, it is raw for at least partly data at least a kind of data according to the target user At for the target user safety problem and/or with for the corresponding model answer of the safety problem of the target user; Wherein, the safety problem and the model answer can change with the data of the target user and be changed.
Specifically, the generation unit 302 is used for using at least partly data at least a kind of data, directly raw At for the target user the safety problem and/or with for the corresponding mark of the safety problem of the target user Quasi- answer;Alternatively, being generated and at least partly data correlation according at least partly data at least a kind of data The safety problem for the target user and/or the standard with the safety problem for the target user Answer.
In the embodiment of the present invention, the electronic equipment further include: updating unit 303;
The updating unit 303, for updating the safety and asking according to the new data generated at least a kind of data Topic and/or the model answer.
In the embodiment of the present invention, the electronic equipment further include: input/output unit 304, matching unit 305 and determination Unit 306;
Wherein, the input/output unit 304, for exporting the safety problem;It receives defeated for the safety problem The safety problem answer entered;
The matching unit 305 is corresponded to for matching the safety problem answer with the model answer The answer score value of the safety problem answer;
The determination unit 306, for determining whether the safety problem answer is verified according to the answer score value.
In the embodiment of the present invention, since the generation unit 302 is also used at least a kind of number according to the target user At least partly data in generate the scoring of the safety problem answer for target user input;Therefore, described Matching unit 305 is specifically used for utilizing the scoring, by the safety problem answer and model answer progress Match, obtains the answer score value for corresponding to the safety problem answer.
In the embodiment of the present invention, the electronic equipment further include: computing unit 307;
The computing unit 307, when corresponding to a safety problem for the answer score value, by the answer score value and in advance If threshold value is compared;Alternatively, assessing when the answer score value corresponds at least two safety problems the answer score value It calculates, obtains the assessed value for the answer score value;The assessed value is compared with preset threshold;
The determination unit 306, specifically for determining that the answer score value is greater than the preset threshold according to comparison result When, determine that the safety problem answer is verified;Determine that the answer score value is less than the preset threshold according to comparison result When, determine the safety problem answer authentication failed;Alternatively, determining that the assessed value is greater than the default threshold according to comparison result When value, determine that the safety problem answer is verified;Determine that the assessed value is less than the preset threshold according to comparison result When, determine the safety problem answer authentication failed.
Here, specifically, by the computing unit 307 using the answer score value as input parameter;Utilize assessment models The input parameter is calculated, the assessed value for the answer score value is obtained.
In the embodiment of the present invention, the generation unit 302 is also used to determining that the safety problem answer is verified When, continue the different types of safety problem for generating safety problem corresponding with the safety problem answer being verified;Or Person continues to generate corresponding with the safety problem answer of authentication failed when determining the safety problem answer authentication failed Safety problem the identical safety problem of type.
It should be understood that electronic equipment provided by the above embodiment is generating safety problem and model answer, Yi Jijin When the judgement of row safety problem answer, only with the division progress of above-mentioned each program module for example, in practical application, Ke Yigen Above-mentioned processing is distributed according to needs and is completed by different program modules, i.e., is divided into the internal structure of electronic equipment different Program module, to complete all or part of processing described above.In addition, electronic equipment provided by the above embodiment and safety Both generation method embodiments of problem belong to same design, and specific implementation process is detailed in embodiment of the method, no longer superfluous here It states.
Fig. 4 is the structure composition schematic diagram two of electronic equipment in the embodiment of the present invention;As shown in figure 4, the electronic equipment 400 can be mobile phone, computer, digital broadcast terminal, information transceiving equipment, game console, tablet device, a number Word assistant, Information Push Server, content server, authentication server etc..Electronic equipment 400 shown in Fig. 4 include: to A few processor 401, memory 402, at least one network interface 404 and user interface 403.It is each in electronic equipment 400 A component is coupled by bus system 405.It is understood that bus system 405 is for realizing the connection between these components Communication.Bus system 405 further includes power bus, control bus and status signal bus in addition in addition to including data/address bus.But For the sake of clear explanation, various buses are all designated as bus system 405 in Fig. 4.
Wherein, user interface 403 may include display, keyboard, mouse, trace ball, click wheel, key, button, sense of touch Plate or touch screen etc..
It is appreciated that memory 402 can be volatile memory or nonvolatile memory, may also comprise volatibility and Both nonvolatile memories.Wherein, nonvolatile memory can be read-only memory (ROM, Read Only Memory), Programmable read only memory (PROM, Programmable Read-Only Memory), Erasable Programmable Read Only Memory EPROM (EPROM, Erasable Programmable Read-Only Memory), electrically erasable programmable read-only memory The storage of (EEPROM, Electrically Erasable Programmable Read-Only Memory), magnetic random access Device (FRAM, ferromagnetic random access memory), flash memory (Flash Memory), magnetic surface are deposited Reservoir, CD or CD-ROM (CD-ROM, Compact Disc Read-Only Memory);Magnetic surface storage can be Magnetic disk storage or magnetic tape storage.Volatile memory can be random access memory (RAM, Random Access Memory), it is used as External Cache.By exemplary but be not restricted explanation, the RAM of many forms is available, such as Static random access memory (SRAM, Static Random Access Memory), synchronous static random access memory (SSRAM, Synchronous Static Random Access Memory), dynamic random access memory (DRAM, Dynamic Random Access Memory), Synchronous Dynamic Random Access Memory (SDRAM, Synchronous Dynamic Random Access Memory), double data speed synchronous dynamic RAM (DDRSDRAM, Double Data Rate Synchronous Dynamic Random Access Memory), enhanced synchronous dynamic random Access memory (ESDRAM, Enhanced Synchronous Dynamic Random Access Memory), synchronized links Dynamic random access memory (SLDRAM, SyncLink Dynamic Random Access Memory), direct rambus Random access memory (DRRAM, Direct Rambus Random Access Memory).Description of the embodiment of the present invention is deposited Reservoir 402 is intended to include but is not limited to the memory of these and any other suitable type.
Memory 402 in the embodiment of the present invention is for storing various types of data to support the behaviour of electronic equipment 400 Make.The example of these data includes: any computer program for operating on electronic equipment 400, such as operating system 4021 With application program 4022;Wherein, operating system 4021 includes various system programs, such as ccf layer, core library layer, driving layer Deng for realizing various basic businesses and the hardware based task of processing.Application program 4022 may include various using journey Sequence, such as media player (Media Player), browser (Browser) etc., for realizing various applied business.Realize this The program of inventive embodiments method may be embodied in application program 4022.
The method that the embodiments of the present invention disclose can be applied in processor 401, or be realized by processor 401. Processor 401 may be a kind of IC chip, the processing capacity with signal.During realization, the above method it is each Step can be completed by the integrated logic circuit of the hardware in processor 401 or the instruction of software form.Above-mentioned processing Device 401 can be general processor, digital signal processor (DSP, Digital Signal Processor) or other can Programmed logic device, discrete gate or transistor logic, discrete hardware components etc..Processor 401 may be implemented or hold Disclosed each method, step and logic diagram in the row embodiment of the present invention.General processor can be microprocessor or appoint What conventional processor etc..The step of method in conjunction with disclosed in the embodiment of the present invention, can be embodied directly at hardware decoding Reason device executes completion, or in decoding processor hardware and software module combine and execute completion.Software module can be located at In storage medium, which is located at memory 402, and processor 401 reads the information in memory 402, in conjunction with its hardware The step of completing preceding method.
In the exemplary embodiment, electronic equipment 400 can by one or more application specific integrated circuit (ASIC, Application Specific Integrated Circuit), DSP, programmable logic device (PLD, Programmable Logic Device), Complex Programmable Logic Devices (CPLD, Complex Programmable Logic Device), scene Programmable gate array (FPGA, Field-Programmable Gate Array), general processor, controller, microcontroller (MCU, Micro Controller Unit), microprocessor (Microprocessor) or other electronic components are realized, are used for Execute preceding method.
It when the specific processor 401 runs the computer program, executes: obtaining target user's from user data source At least a kind of data;According at least partly data at least a kind of data of the target user, generates and be directed to the target The safety problem of user and/or model answer corresponding with the safety problem of the target user is directed to;Wherein, the safety is asked Topic and the model answer can change with the data of target user and be changed.
It when the processor 401 runs the computer program, also executes: at least a kind of data described at least Partial data, directly generate for the target user safety problem and/or be directed to the target user safety problem Corresponding model answer;Alternatively, generating and at least partly being counted with described according at least partly data at least a kind of data According to the associated safety problem for the target user and/or with for the corresponding standard of the safety problem of the target user Answer.
It when the processor 401 runs the computer program, also executes: according to what is generated at least a kind of data New data updates the safety problem and/or the model answer.
When the processor 401 runs the computer program, also executes: exporting the safety problem;It receives for institute State the safety problem answer of safety problem input;The safety problem answer is matched with the model answer, is obtained pair Answer the answer score value of the safety problem answer;It is logical to determine whether the safety problem answer is verified according to the answer score value It crosses.
It when the processor 401 runs the computer program, also executes: according at least a kind of number of the target user At least partly data in generate the scoring of the safety problem answer for target user input;Using described The safety problem answer is matched with the model answer, obtains corresponding to the safety problem answer by scoring Answer score value.
It when the processor 401 runs the computer program, also executes: the corresponding safety problem of the answer score value When, the answer score value is compared with preset threshold;It is described default to determine that the answer score value is greater than according to comparison result When threshold value, determine that the safety problem answer is verified;It is described default to determine that the answer score value is less than according to comparison result When threshold value, the safety problem answer authentication failed is determined.
It when the processor 401 runs the computer program, also executes: corresponding at least two safety of the answer score value When problem, assessment calculating is carried out to the answer score value, obtains the assessed value for the answer score value;By the assessed value with Preset threshold is compared;When determining that the assessed value is greater than the preset threshold according to comparison result, determine that the safety is asked Topic answer is verified;When determining that the assessed value is less than the preset threshold according to comparison result, the safety problem is determined Answer authentication failed.
It when the processor 401 runs the computer program, also executes: using the answer score value as input parameter; The input parameter is calculated using assessment models, obtains the assessed value for the answer score value.
When the processor 401 runs the computer program, also executes: continuing to generate the safety problem;
Wherein, continue the safety problem safety problem corresponding with the safety problem answer being verified generated Type it is different;Alternatively, continuing the safety problem safety corresponding with the safety problem answer of authentication failed generated The type of problem is identical.
In the exemplary embodiment, the embodiment of the invention also provides another electronic equipments, for example including computer journey The memory 402 of sequence, above-mentioned computer program can be executed by the processor 401 of electronic equipment 400, to complete described in preceding method Step.Computer readable storage medium can be FRAM, ROM, PROM, EPROM, EEPROM, Flash Memory, magnetic surface and deposit The memories such as reservoir, CD or CD-ROM;Be also possible to include one of above-mentioned memory or any combination various equipment, such as Mobile phone, computer, tablet device, personal digital assistant etc..
A kind of electronic equipment is stored thereon with computer program, when which is run by processor, executes: from User data source obtains at least a kind of data of target user;According at least portion at least a kind of data of the target user Divided data is generated for the safety problem of the target user and/or corresponding with the safety problem of the target user is directed to Model answer;Wherein, the safety problem and the model answer can change with the data of target user and be carried out Variation.
It when the computer program is run by processor, also executes: utilizing at least partly counting at least a kind of data According to, directly generate for the target user safety problem and/or with for the safety problem of the target user it is corresponding Model answer;Alternatively, being generated and at least partly data correlation according at least partly data at least a kind of data For the target user safety problem and/or with for the corresponding model answer of the safety problem of the target user.
When the computer program is run by processor, also execute: according to the new data generated at least a kind of data, Update the safety problem and/or the model answer.
When the computer program is run by processor, also executes: exporting the safety problem;It receives and is asked for the safety Inscribe the safety problem answer of input;The safety problem answer is matched with the model answer, obtains corresponding to the peace The answer score value of full problem answers;Determine whether the safety problem answer is verified according to the answer score value.
It when the computer program is run by processor, also executes: according at least a kind of data of the target user At least partly data generate the scoring of the safety problem answer for target user input;Utilize the scoring machine System, the safety problem answer is matched with the model answer, obtains the answer point for corresponding to the safety problem answer Value.
It when the computer program is run by processor, also executes: when the answer score value corresponds to a safety problem, by institute Answer score value is stated to be compared with preset threshold;When determining that the answer score value is greater than the preset threshold according to comparison result, Determine that the safety problem answer is verified;When determining that the answer score value is less than the preset threshold according to comparison result, Determine the safety problem answer authentication failed.
When the computer program is run by processor, also execute: when the answer score value corresponds at least two safety problems, Assessment calculating is carried out to the answer score value, obtains the assessed value for the answer score value;By the assessed value and default threshold Value is compared;When determining that the assessed value is greater than the preset threshold according to comparison result, the safety problem answer is determined It is verified;When determining that the assessed value is less than the preset threshold according to comparison result, determine that the safety problem answer is tested Card failure.
It when the computer program is run by processor, also executes: using the answer score value as input parameter;
The input parameter is calculated using assessment models, obtains the assessed value for the answer score value.
When the computer program is run by processor, also executes: continuing to generate the safety problem;Wherein, continue to generate The safety problem it is different from the type for the corresponding safety problem of the safety problem answer being verified;Alternatively, continuing The safety problem generated is identical as the type of the corresponding safety problem of the safety problem answer of authentication failed.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.

Claims (19)

1. a kind of generation method of safety problem, which comprises
At least a kind of data of target user are obtained from user data source;
According at least partly data at least a kind of data of the target user, the safety for being directed to the target user is generated Problem and/or model answer corresponding with the safety problem of the target user is directed to;Wherein, the safety problem and the mark Quasi- answer can change with the data of target user and is changed.
2. the method according to claim 1, wherein according at least a kind of data of the target user extremely Small part data, generate for the target user safety problem and/or be directed to the target user safety problem pair The model answer answered, comprising:
Using at least partly data at least a kind of data, the safety problem for the target user is directly generated And/or model answer corresponding with the safety problem of the target user is directed to;
Alternatively,
According at least partly data at least a kind of data, generate at least partly data correlation for described The safety problem of target user and/or model answer corresponding with the safety problem of the target user is directed to.
3. according to the method described in claim 2, it is characterized in that, at least a kind of data according to the target user At least partly data, generate for the target user safety problem and/or be directed to the target user safety problem After corresponding model answer, the method also includes:
According to the new data generated at least a kind of data, the safety problem and/or the model answer are updated.
4. the method according to claim 1, wherein at least a kind of data according to the target user At least partly data, generate for the target user safety problem and/or be directed to the target user safety problem After corresponding model answer, the method also includes:
Export the safety problem;Receive the safety problem answer for safety problem input;
The safety problem answer is matched with the model answer, obtains the answer point for corresponding to the safety problem answer Value;
Determine whether the safety problem answer is verified according to the answer score value.
5. according to the method described in claim 4, it is characterized in that, by the safety problem answer and the model answer into Row matching, before the answer score value for obtaining corresponding to the safety problem answer, the method also includes:
According at least partly data at least a kind of data of the target user, generate for target user input The scoring of safety problem answer;
Correspondingly, the safety problem answer is matched with the model answer, obtains corresponding to the safety problem answer Answer score value, comprising:
Using the scoring, the safety problem answer is matched with the model answer, obtains corresponding to the peace The answer score value of full problem answers.
6. according to the method described in claim 4, it is characterized in that, determining the safety problem answer according to the answer score value Whether it is verified, comprising:
When the answer score value corresponds to a safety problem, the answer score value is compared with preset threshold;
When determining that the answer score value is greater than the preset threshold according to comparison result, determine that the safety problem answer verifying is logical It crosses;
When determining that the answer score value is less than the preset threshold according to comparison result, determine that the safety problem answer verifying is lost It loses.
7. according to the method described in claim 4, it is characterized in that, determining the safety problem answer according to the answer score value Whether it is verified, comprising:
When the answer score value corresponds at least two safety problems, assessment calculating is carried out to the answer score value, is obtained for institute State the assessed value of answer score value;
The assessed value is compared with preset threshold;
When determining that the assessed value is greater than the preset threshold according to comparison result, determine that the safety problem answer verifying is logical It crosses;
When determining that the assessed value is less than the preset threshold according to comparison result, determine that the safety problem answer verifying is lost It loses.
8. being directed to the method according to the description of claim 7 is characterized in that carrying out assessment calculating to the answer score value The assessed value of the answer score value, comprising:
Using the answer score value as input parameter;
The input parameter is calculated using assessment models, obtains the assessed value for the answer score value.
9. method according to claim 6 or 7, which is characterized in that determining that the safety problem answer is verified, or After determining the safety problem answer authentication failed, the method also includes:
Continue to generate the safety problem;
Wherein, continue the class of the safety problem safety problem corresponding with the safety problem answer being verified generated Type is different;
Alternatively, continuing the class of the safety problem safety problem corresponding with the safety problem answer of authentication failed generated Type is identical.
10. a kind of electronic equipment, the electronic equipment includes: acquiring unit and generation unit;
Wherein, the acquiring unit, for obtaining at least a kind of data of target user from user data source;
The generation unit, for at least partly data at least a kind of data according to the target user, generation is directed to The safety problem of the target user and/or model answer corresponding with the safety problem of the target user is directed to;Wherein, institute It states safety problem and the model answer can be as the data of the target user change and are changed.
11. electronic equipment according to claim 10, which is characterized in that the generation unit is specifically used for described in utilization At least partly data at least a kind of data, directly generate the safety problem and/or and needle for the target user The model answer corresponding to the safety problem of the target user;Alternatively, according at least a kind of data at least Partial data generates the safety problem and/or and needle for the target user at least partly data correlation The model answer to the safety problem of the target user.
12. electronic equipment according to claim 11, which is characterized in that the electronic equipment further include: updating unit;
The updating unit, for according to the new data generated at least a kind of data, update the safety problem and/or The model answer.
13. electronic equipment according to claim 10, which is characterized in that the electronic equipment further include: input/output list Member, matching unit and determination unit;
Wherein, the input/output unit, for exporting the safety problem;Receive the peace for safety problem input Full problem answers;
The matching unit obtains corresponding to the peace for matching the safety problem answer with the model answer The answer score value of full problem answers;
The determination unit, for determining whether the safety problem answer is verified according to the answer score value.
14. electronic equipment according to claim 13, which is characterized in that the generation unit is also used to according to the mesh At least partly data at least a kind of data of user are marked, the safety problem answer inputted for the target user is generated Scoring;
The matching unit is specifically used for utilizing the scoring, by the safety problem answer and the model answer into Row matching, obtains the answer score value for corresponding to the safety problem answer.
15. electronic equipment according to claim 13, which is characterized in that the electronic equipment further include: computing unit;
The computing unit, when corresponding to a safety problem for the answer score value, by the answer score value and preset threshold It is compared;Alternatively, assessment calculating is carried out to the answer score value when answer score value corresponds at least two safety problems, Obtain the assessed value for the answer score value;The assessed value is compared with preset threshold;
The determination unit when specifically for determining that the answer score value is greater than the preset threshold according to comparison result, determines The safety problem answer is verified;When determining that the answer score value is less than the preset threshold according to comparison result, determine The safety problem answer authentication failed;Alternatively, when determining that the assessed value is greater than the preset threshold according to comparison result, really The fixed safety problem answer is verified;When determining that the assessed value is less than the preset threshold according to comparison result, determine The safety problem answer authentication failed.
16. electronic equipment according to claim 15, which is characterized in that the computing unit, specifically for being answered described Case score value is as input parameter;The input parameter is calculated using assessment models, is obtained for the answer score value Assessed value.
17. electronic equipment according to claim 15, which is characterized in that the generation unit is also used to described in the determination When safety problem answer is verified, continue the class for generating safety problem corresponding with the safety problem answer being verified The different safety problem of type;Alternatively, continuing to generate the institute with authentication failed when determining the safety problem answer authentication failed State the identical safety problem of type of the corresponding safety problem of safety problem answer.
18. a kind of electronic equipment, the equipment includes: memory, processor and is stored in memory and is moved by processor Executable program, which is characterized in that the processor executes when running the executable program such as any one of claim 1 to 9 The step of generation method of the safety problem.
19. a kind of electronic equipment is stored thereon with executable program, which is characterized in that the executable code processor is held The step of generation method of safety problem as described in any one of claim 1 to 9 is realized when row.
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