CN106599638A - Intelligent glasses device and implicit authentication method thereof - Google Patents

Intelligent glasses device and implicit authentication method thereof Download PDF

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Publication number
CN106599638A
CN106599638A CN201610976557.8A CN201610976557A CN106599638A CN 106599638 A CN106599638 A CN 106599638A CN 201610976557 A CN201610976557 A CN 201610976557A CN 106599638 A CN106599638 A CN 106599638A
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authentication
intelligent glasses
double
click
module
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黄海平
徐宁
戴华
程春玲
李琦
祁凌涛
陈兴国
王鹏
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Nanjing Post and Telecommunication University
Nanjing University of Posts and Telecommunications
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Nanjing Post and Telecommunication University
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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
    • G02OPTICS
    • G02CSPECTACLES; SUNGLASSES OR GOGGLES INSOFAR AS THEY HAVE THE SAME FEATURES AS SPECTACLES; CONTACT LENSES
    • G02C11/00Non-optical adjuncts; Attachment thereof
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • G06F1/1613Constructional details or arrangements for portable computers
    • G06F1/163Wearable computers, e.g. on a belt
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • G06F1/1613Constructional details or arrangements for portable computers
    • G06F1/1633Constructional details or arrangements of portable computers not specific to the type of enclosures covered by groups G06F1/1615 - G06F1/1626
    • G06F1/1684Constructional details or arrangements related to integrated I/O peripherals not covered by groups G06F1/1635 - G06F1/1675
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/604Tools and structures for managing or administering access control systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245Protecting personal data, e.g. for financial or medical purposes

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
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  • Health & Medical Sciences (AREA)
  • Computer Security & Cryptography (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Bioethics (AREA)
  • Human Computer Interaction (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Automation & Control Theory (AREA)
  • Ophthalmology & Optometry (AREA)
  • Optics & Photonics (AREA)
  • Collating Specific Patterns (AREA)

Abstract

The invention discloses an intelligent glasses device and an implicit authentication method thereof. The device comprises a spectacle frame and a core processor, wherein the spectacle frame is divided into a plurality of positions, a pressure sensor and a speed sensor are embedded into each position, click operation and double-click operation can be performed at each position, the pressure sensors and the speed sensors in the spectacle frame are connected with the core processor through a circuit, tapping pressure, speed and time intervals are sensed through a built-in piezoelectric element, and a time threshold value is set inside the core processor to distinguish the click operation from the double-click operation; the core processor comprises a data conversion module, an initialization training module and a password authentication module. The implicit authentication method of the intelligent glasses device is also included. By the adoption of a tapping authentication mode, inconvenience brought by a pair of intelligent glasses based on a traditional keyboard and voice authentication is overcome. A click mode and a double-click mode are available, so that explicit password authentication strength is improved.

Description

A kind of intelligent glasses device and its implicit authentication method
Technical field
The invention belongs to intelligent wearable device technology and identity identifying technology field, and in particular to a kind of intelligent glasses dress Put and its implicit authentication method.
Background technology
Intelligent glasses are to possess independent operating system as smart mobile phone, can be realized by software installation each The wearable glasses device for planting function is referred to as.Intelligent glasses include parallel framework that can be horizontally placed on above the bridge of the nose, one Integrate surfing, game, social activity, telephonic communication and read the functions such as file, being located at for real time information is represented before user Wide strip computer (including touch pads, function key) on the right side of picture frame, and a transparent display screen.Intelligent glasses will collect intelligent hand Machine, GPS, camera, surfing on the net, telecommunications and reading file, are selected various functions using eyes.
Some private datas (photo, file, address list etc.) due to storing user in intelligent glasses, intelligent glasses Lose or non-legally user is using can bring private data leakage, therefore be very must for the authentication of intelligent glasses Want.
The features such as there is small volume, incorporate formula and simplify due to wearable electronics such as intelligent glasses, traditional base Can not be adapted to intelligent glasses in the identification authentication mode of the man-machine interaction model of keyboard, and what intelligent glasses were adopted at present The authentication of voice-based interactive mode is also restricted in actual application environment, it is impossible to be applied to people without Method freely sends the various environment of voice.Meanwhile, the authentication of the interactive mode based on gesture identification of employing is also deposited It is low in precision, because the structure of each staff is not quite similar, it is difficult to accurately positioning etc. is realized in the action for passing through to catch hand Problem.And adopt the interactive mode based on eye-tracking authentication there is also eyes inherently blink and The features such as shake, many interference signals can be produced, be likely to result in the interruption of data, can cause from the dynamic information of eye to extract The problems such as difficulty of accurate data is raised significantly.Therefore the identity identifying technology towards the safe and convenient of intelligent glasses becomes identity One focus of field of authentication research and difficult point.Additionally, Publication No. CN105577643A, entitled " based on intelligent glasses Another kind of identity identifying method based on intelligent glasses of the disclosure of the invention of identity identifying method and identity authorization system ", first Request signal is obtained, sequence number is obtained according to request signal, identification code is generated according to sequence number;Receive user passes through intelligent glasses Scanning recognition code send authentication information, wherein, authentication information include random sequence number and with random sequence number pair The subscriber identity information answered;User identity is authenticated according to authentication information.Known by intelligent glasses scanning when using Other code, realizes the certification to user identity.But the method needs to obtain request signal first, sequence is obtained according to request signal Number, therefore cost is also higher.
Implicit authentication is used as a kind of new identity identifying technology, it is intended to so that user is inadvertently completed to its identity Legitimacy verification process.Different from the explicit authentication mode of main flow, the no significantly prompting user input password of implicit authentication, The certification link such as the unlocking pattern and pressing fingerprint is drawn, for disabled user is more disguised in authentication safety.Due to Its feature such as simple and efficient and careless, has broader in the authentication of following intelligent movable equipment and wearable device Application prospect.
The content of the invention
The present invention is limited for what the identity identifying technology of the traditional approach intelligent glasses such as voice, gesture identification was present by environment System, the defect such as precision is low, interference is more, it is proposed that a kind of intelligent glasses device and its implicit authentication based on impact type man-machine interaction Method.
The present invention completes authentication by tapping picture frame ad-hoc location trigger sensor, can effectively prevent illegal The authentication that user passes through intelligent glasses, ensures the data-privacy safety of validated user.Simultaneously implicit authentication method can be fitted In for any living scene, the drawbacks of solve the modes such as voice, gesture identification.
The technical scheme is that:A kind of intelligent glasses device, including picture frame and core processor, picture frame is divided into some Two kinds of behaviour can be clicked and be double-clicked in individual position, embedment pressure sensor and velocity sensor in each position, each position Make, the pressure sensor and velocity sensor on picture frame is connected with core processor circuit, perceived by built-in piezoelectric element The pressure of impact, speed and time interval, core processor inside arranges a time threshold, if impact same position when Between interval be less than threshold value, then be considered as double-click, be otherwise considered as single-click operation;
Core processor includes data conversion module, initializes training module and cipher authentication module, data conversion module, For the data that pressure sensor and velocity sensor are transmitted to be converted, calculate impact pressure, striking speed, hit The time interval of position, time interval and double-click is beaten, after data conversion module is converted former data, according to the initial of user Change password request different with cipher authentication and the data after conversion are transferred to into initialization training module and cipher authentication module;
Initialization training module, for the data set after conversion to be trained into classification;
Cipher authentication module receives the data from after data conversion module conversion, according to user need select certification Mode.
Preferably, above-mentioned picture frame is divided into three pieces of upper, middle and lower, the position of left, center, right three is divided into per block, that is, go up it is left, upper in, on It is right, middle it is left, in, the middle right side, bottom left, it is lower in, 9 positions of bottom right, have 18 kinds of different percussion modes.
Above-mentioned 9 positions carry out in order digital coding into 1-9, while clicking and two kinds of different feelings of double-click to distinguish Condition, clicks and is counted as 0X, and double-click is counted as 1X.
According to user need select the mode of certification to include, recognize when user needs to be completed in a relatively short time identity Card, it is possible to only carry out implicit authentication, explicit authentication plus implicit expression can be carried out when user needs the authentication of high security The verification mode that certification is combined, now, if explicit code error, directly returns authentication failure;If explicit Password is correct, then carry out implicit authentication.
Present invention additionally comprises a kind of implicit authentication method of intelligent glasses device, comprises the steps of:
Step 1:If intelligent glasses device no initializtion parameters for authentication, is authenticated parameter initialization, step is jumped to Rapid 2- steps 5, otherwise direct jump procedure 6 is performed;
Step 2:User carries out beating operation in several ad-hoc locations of intelligent glasses framework, wherein each ad-hoc location Two kinds of modes of operation are clicked and double-click, while defining length N of password;
Step 3:The pressure sensor and velocity sensor of intelligent glasses framework ad-hoc location has perceived hitting for user operation The time interval of dynamics, striking speed, impact position, time interval and double-click is beaten, at the data transfer for collecting to core Reason device;
Step 4:The data that the data conversion module of core processor first comes sensor transmissions carry out parsing conversion, 2 parts are converted into, a part is digital coding, and another part is the tuple of behavioural characteristic 4<P,S,T,DT>, P refers to the dynamics of impact, S refers to the speed of impact, and T refers to the time interval of impact, and DT refers to time interval during double-click, and wherein digital coding can be by N bit digitals Password is converted into 2xN bit digital passwords, and the numeral of odd bits is all 0 or 1, for distinguishing the sign bit clicked with double click operation;
Step 5:Digital coding and the tuple of behavioural characteristic 4 are transferred to initialization training module by data conversion module, by number It is trained using certain training method according to 4 tuples of collection, obtains a stable tuple of behavioural characteristic 4<P’,S’,T’,DT’>With Threshold value §, data conversion module will store the tuple of feature 4 and threshold value, while needing threshold value and 4 tuple datas in cipher authentication module When, the data of storage can be transmitted to cipher authentication module;
Step 6:User's impact intelligent glasses picture frame ad-hoc location completes Password Input, and user is impacted picture frame by sensor The time interval relevant information of impact dynamics, striking speed, impact position, time interval and double-click is transferred to core processor, Relevant information is converted into explicit digital coding and the tuple of behavior 4 by the data conversion module of core processor;
Step 7:Data conversion module sends explicit digital coding and the tuple of behavior 4 to cipher authentication module;
Step 8:Cipher authentication module matches first explicit digital coding, verifies the mode clicked and double-click, transmission Digital coding is 2xN positions, and cipher authentication module completes numeric string and compares by numeric string matching feature, if explicit numeral Coding is mismatched, then authentication fails, and no longer performs following steps;If explicit digital coding matching, continues to walk Rapid 9 carry out implicit authentication;
Step 9:Cipher authentication module is according to some way by 4 tuples<P,S,T,DT>With the stable tuple of behavior 4<P’, S’,T’,DT’>Cluster operation is carried out, the distance between tuple d is calculated;
Step 10:If tuple is less than threshold value § apart from d, then authentication passes through, authentication is not otherwise passed through.
Preferably, in step 2, user carries out beating operation, the length of password in 9 ad-hoc locations of intelligent glasses framework Spend for 6.
Compared with prior art, effective effect of the invention is:
1., using impact authentication mode, the inconvenience that intelligent glasses are brought based on conventional keyboard and voice authentication is solved.Hit It is equipped with and clicks and double-click two ways, allows explicit cipher authentication intensity to get a promotion.
2. implicit authentication and display certification are applied in the authentication of intelligent glasses simultaneously, can be with significantly more efficient guarantor The privacy of user of shield intelligent glasses storage.
3. the present invention is simple easily to realize by the way of impact picture frame, with preferable practicality.
Description of the drawings
Fig. 1 is the concrete structure schematic diagram of intelligent glasses device.
Fig. 2 is the particular flow sheet of the present invention.
Specific embodiment
In conjunction with accompanying drawing, specific embodiments of the present invention are further described in detail.The invention provides a kind of intelligence A kind of energy eyeglass device and implicit authentication method for intelligent glasses device, the implicit expression authentication does not rely on voice and biography System keyboard.
As shown in Figure 1, intelligent glasses device includes pressure sensor, velocity sensor and core processor.Intelligent glasses Picture frame is divided into three pieces of upper, middle and lower, and the position of left, center, right three is divided into per block, that is, go up it is left, upper in, it is upper right, middle it is left, in, it is middle it is right, under In left, lower, 9 positions of bottom right.Embedment pressure sensor and velocity sensor in each position.Above-mentioned 9 positions can be carried out Two kinds of operations are clicked and double-clicked, 18 kinds of different percussion modes are had.Above-mentioned 9 positions are carried out in order digital coding 1-9, Click and two kinds of different situations of double-click to distinguish simultaneously.Click and be counted as 0X, double-click is counted as 1X.
Pressure sensor and velocity sensor on picture frame is connected with core processor circuit, by built-in piezoelectric element Perceive pressure, speed and the time interval of impact.Wherein core processor inside arranges a time threshold, if impact is same The time interval of block is less than threshold value, then be considered as double-click, is otherwise considered as single-click operation.
Core processor includes data conversion module, initialization training module and cipher authentication module.
Data conversion module, for the data that pressure sensor and velocity sensor are transmitted to be converted, calculates Launch an attack and suppress the time interval of power, striking speed, impact position, time interval and double-click, while will click that 0X is converted into, double-click It is converted into 1X.It is different with cipher authentication according to the initialized cryptographic of user after data conversion module is converted former data Data after conversion are transferred to initialization training module and cipher authentication module by request.Initialization training module, for turning Data set after change is trained classification.A tuple of standard 4 can be calculated after training initialization data set, while can also calculate Go out certification threshold value §.Cipher authentication module, the data being firstly received from after data conversion module conversion, user is being carried out When authentication, can select to carry out the authentication mode that explicit authentication plus implicit authentication combine can also select only to carry out it is hidden Formula certification.When user needs to be completed in a relatively short time authentication, it is possible to only carry out implicit authentication.When user needs height The verification mode that explicit authentication plus implicit authentication are combined can be carried out during the authentication of security.When selection carries out explicit authentication During the authentication mode combined with implicit authentication, if explicit code error, authentication failure is directly returned.If explicit Password is correct, then can the tuple of usage behavior feature 4<P,S,T,DT>(concrete meaning sees below) carrying out implicit authentication, with standard 4 tuples carry out cluster operation, realize implicit authentication finally by the control of threshold value §.It is when implicit authentication is selected, then only right The tuple of behavioural characteristic 4<P,S,T,DT>Cluster operation is carried out, implicit authentication is completed by threshold value.
Based on the intelligent glasses device of present invention design, as shown in Fig. 2 the idiographic flow step of its implicit authentication method is such as Under:
Step 1:User uses intelligent glasses device, needs to carry out authentication.If intelligent glasses device no initializtion Parameters for authentication, then be authenticated parameter initialization (step 2- step 5), and otherwise direct jump procedure 6 is performed.
Step 2:User carries out beating operation in 9 ad-hoc locations of intelligent glasses framework, and wherein each certain bits is equipped with Click and double-click two kinds of modes of operation.Password Length is defined simultaneously to fix 6.
Step 3:The pressure sensor and velocity sensor of intelligent glasses framework ad-hoc location has perceived hitting for user operation The time interval of dynamics, striking speed, impact position, time interval and double-click is beaten, at the data transfer for collecting to core Reason device.
Step 4:The data that the data conversion module of core processor first comes sensor transmissions carry out parsing conversion, 2 parts are converted into, a part is digital coding, and another part is the tuple of behavioural characteristic 4<P,S,T,DT>(P refers to the dynamics of impact, S refers to the speed of impact, and T refers to the time interval of impact, and DT refers to time interval during double-click).Wherein digital coding can be by 6 bit digitals Password is converted into 12 bit digital passwords, and the numeral of odd bits is all 0 or 1, for distinguishing the sign bit clicked with double click operation.
Step 5:Digital coding and the tuple of behavioural characteristic 4 are transferred to initialization training module by data conversion module, by number It is trained using certain training method according to 4 tuples of collection, obtains a stable tuple of behavioural characteristic 4<P’,S’,T’,DT’>With Threshold value §, data conversion module will store the tuple of feature 4 and threshold value, while needing threshold value and 4 tuple datas in cipher authentication module When, the data of storage can be transmitted to cipher authentication module.
Step 6:User's impact intelligent glasses picture frame ad-hoc location completes Password Input.User is impacted picture frame by sensor The time interval relevant information of impact dynamics, striking speed, impact position, time interval and double-click is transferred to core processor, Relevant information is converted into explicit digital coding and the tuple of behavior 4 by the data conversion module of core processor.
Step 7:Data conversion module sends explicit digital coding and the tuple of behavior 4 to cipher authentication module.
Step 8:Cipher authentication module matches first explicit digital coding, verifies the mode clicked and double-click, transmission Digital coding is 12, and cipher authentication module completes numeric string and compares by numeric string matching feature.If explicit numeral Coding is mismatched, then authentication fails, and no longer performs following steps.If explicit digital coding matching, continues to walk Rapid 9 carry out implicit authentication
Step 9:Cipher authentication module is according to some way by 4 tuples<P,S,T,DT>With the stable tuple of behavior 4<P’, S’,T’,DT’>Cluster operation is carried out, the distance between tuple d is calculated.
Step 10:If tuple is less than threshold value § apart from d, then authentication passes through, authentication is not otherwise passed through.
It is below a specific embodiment:
Step 1:User uses intelligent glasses device, needs to carry out authentication.If intelligent glasses device no initializtion Parameters for authentication, then be authenticated parameter initialization (step 2- step 5), and otherwise direct jump procedure 6 is performed.
Step 2:User carries out beating operation in 9 ad-hoc locations of intelligent glasses framework, such as under clicking upper right, double-click It is left, double-click it is upper right, click in, click it is middle right and double-click it is lower in this 6 position operations, it is 373568 to be converted into digital coding.
Step 3:The pressure sensor and velocity sensor of intelligent glasses framework ad-hoc location has perceived hitting for user operation The time interval of dynamics, striking speed, impact position, time interval and double-click is beaten, at the data transfer for collecting to core Reason device.
Step 4:The data that the data conversion module of core processor first comes sensor transmissions carry out parsing conversion, First 6 position beating operations are converted into into digital coding, click it is upper right be counted as 03, double-click bottom left and be counted as 17, double-click upper right meter Make 13, in clicking in be counted as 05, click the middle right side and be counted as 06, double-click it is lower in be counted as 18.To hit by impact sequencing record simultaneously Pressure, speed, time interval and double-press time interval when beating, is counted as<Pi,Si,Ti,DTi>(wherein the value of i is 1-6).
Step 5:Data conversion module is by digital coding 031713050618 and the tuple of behavioural characteristic 4<Pi,Si,Ti,DTi> Initialized cryptographic training module is transferred to, by the tuple of data set 4<Pi,Si,Ti,DTi>Instructed using bayes classification method Practice, obtain a stable tuple of behavioural characteristic 4<P’,S’,T’,DT’>With threshold value §, parameters for authentication initialization is completed.
Step 6:User's impact intelligent glasses picture frame ad-hoc location completes Password Input.Such as input be click it is upper right, Double-click bottom left, double-click it is upper right, click in, click it is middle right and click it is lower in this 6 position operations, being converted into digital coding is 373568.User is impacted sensor the time of impact dynamics, striking speed, impact position, time interval and the double-click of picture frame Interval related information is transferred to core processor, and 6 operations for impacting are converted into number by the data conversion module of core processor Word is encoded, and is respectively 03,17,13,05,06 and 08.Constitute 031713050608 numeric string.Simultaneously by pressure sensor and speed Information in sensor is converted into 4 tuples<P”,S”,T”,DT”>.
Step 7:Data conversion module sends explicit digital coding and the tuple of behavior 4 to cipher authentication module.
Step 8:Cipher authentication module matches first explicit digital coding, and the numeric string that step 7 sends is 0031713050608 is inconsistent with when initialization 031713050618, authentication failure.What if step 7 sent Numeric string is also 031713050618, then explicit digital coding certification passes through, then continuing step 9 carries out implicit authentication.
Step 9:Using apart from clustering method, cipher authentication module is by 4 tuples<P”,S”,T”,DT”>With stable behavior 4 Tuple<P’,S’,T’,DT’>Matched, (wherein d is apart from d to calculate its Euler
Step 10:The Euler for calculating is less than threshold value § apart from d, then authentication passes through, and is not otherwise recognized by identity Card.
A specific embodiment of the present invention is the foregoing is only, not to limit the present invention, all essences in the present invention Within god and principle, any modification, equivalent substitution and improvements made etc. should be included within the scope of the present invention.

Claims (6)

1. a kind of intelligent glasses device, it is characterised in that including picture frame and core processor, picture frame is divided into several positions, each Two kinds of operations can be clicked and double-clicked in embedment pressure sensor and velocity sensor in position, each position, on picture frame Pressure sensor and velocity sensor are connected with core processor circuit, by built-in piezoelectric element perceive impact pressure, Speed and time interval, core processor inside arranges a time threshold, if the time interval of impact same position is less than Threshold value, then be considered as double-click, is otherwise considered as single-click operation;
Core processor includes data conversion module, initialization training module and cipher authentication module, data conversion module, is used for The data that pressure sensor and velocity sensor are transmitted are converted, impact pressure, striking speed, impact position is calculated Put, the time interval of time interval and double-click, it is close according to the initialization of user after data conversion module is converted former data Data after conversion are transferred to initialization training module and cipher authentication module by code request different with cipher authentication;
Initialization training module, for the data set after conversion to be trained into classification;
Cipher authentication module receive from data conversion module conversion after data, according to user need select certification side Formula.
2. a kind of intelligent glasses device according to claim 1, it is characterised in that picture frame is divided into three pieces of upper, middle and lower, per block point For the position of left, center, right three, that is, go up it is left, upper in, it is upper right, middle it is left, in, the middle right side, bottom left, it is lower in, 9 positions of bottom right, have 18 Plant different percussion modes.
3. a kind of intelligent glasses device according to claim 2, it is characterised in that 9 positions carry out in order numeral 1-9 is encoded into, while clicking and double-clicking two kinds of different situations to distinguish, is clicked and is counted as 0X, double-clicked and be counted as 1X.
4. a kind of intelligent glasses device according to claim 1, it is characterised in that according to user need select certification Mode includes, when user needs to be completed in a relatively short time authentication, it is possible to only carry out implicit authentication, when user needs The verification mode that explicit authentication plus implicit authentication are combined can be carried out during the authentication of high security, now, if explicit Code error, then directly return authentication failure;If explicit password is correct, implicit authentication is carried out.
5. the implicit authentication method of a kind of intelligent glasses device described in a kind of claim 1, it is characterised in that comprising following step Suddenly:
Step 1:If intelligent glasses device no initializtion parameters for authentication, is authenticated parameter initialization, step 2- is jumped to Step 5, otherwise direct jump procedure 6 is performed;
Step 2:User carries out beating operation in several ad-hoc locations of intelligent glasses framework, and wherein each certain bits is equipped with list Two kinds of modes of operation are hit and double-click, while defining length N of password;
Step 3:The pressure sensor and velocity sensor of intelligent glasses framework ad-hoc location have perceived the impact force of user operation The time interval of degree, striking speed, impact position, time interval and double-click, by the data transfer for collecting to core processor;
Step 4:The data that the data conversion module of core processor first comes sensor transmissions carry out parsing conversion, conversion Into 2 parts, a part is digital coding, and another part is the tuple of behavioural characteristic 4<P,S,T,DT>, P refers to the dynamics of impact, and S refers to The speed of impact, T refers to the time interval of impact, and DT refers to time interval during double-click, and wherein digital coding can be by N bit digital passwords 2xN bit digital passwords are converted into, the numeral of odd bits is all 0 or 1, for distinguishing the sign bit clicked with double click operation;
Step 5:Digital coding and the tuple of behavioural characteristic 4 are transferred to initialization training module by data conversion module, by data set 4 Tuple is trained using certain training method, obtains a stable tuple of behavioural characteristic 4<P’,S’,T’,DT’>And threshold value §, data conversion module will store the tuple of feature 4 and threshold value, while when cipher authentication module needs threshold value and 4 tuple data, The data of storage can be transmitted to cipher authentication module;
Step 6:User's impact intelligent glasses picture frame ad-hoc location completes Password Input, and user is impacted sensor the impact of picture frame The time interval relevant information of dynamics, striking speed, impact position, time interval and double-click is transferred to core processor, core Relevant information is converted into explicit digital coding and the tuple of behavior 4 by the data conversion module of processor;
Step 7:Data conversion module sends explicit digital coding and the tuple of behavior 4 to cipher authentication module;
Step 8:Cipher authentication module matches first explicit digital coding, verifies the mode clicked and double-click, the numeral of transmission Coding is 2xN positions, and cipher authentication module completes numeric string and compares by numeric string matching feature, if explicit digital coding Mismatch, then authentication fails, and no longer performs following steps;If explicit digital coding matching, continues step 9 and enters Row implicit authentication;
Step 9:Cipher authentication module is according to some way by 4 tuples<P,S,T,DT>With the stable tuple of behavior 4<P’,S’, T’,DT’>Cluster operation is carried out, the distance between tuple d is calculated;
Step 10:If tuple is less than threshold value § apart from d, then authentication passes through, authentication is not otherwise passed through.
6. the implicit authentication method of a kind of intelligent glasses device according to claim 5, it is characterised in that in step 2, uses Family carries out beating operation in 9 ad-hoc locations of intelligent glasses framework, and the length of password is 6.
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CN110163241A (en) * 2019-03-18 2019-08-23 腾讯科技(深圳)有限公司 Data sample generation method, device, computer equipment and storage medium
CN110987154A (en) * 2019-11-29 2020-04-10 歌尔科技有限公司 Detection method and device for knocking event, medium and head-mounted equipment
CN113704713A (en) * 2020-05-20 2021-11-26 深圳市看见智能科技有限公司 Implicit identity authentication method for touch behavior of intelligent glasses

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