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1. 发明申请

US20220138588A1 Conditional Behavioural Biometrics 有权
公开(公告)号：US20220138588A1
公开(公告)日：2022-05-05
申请号：US17574595
申请日：2022-01-13
申请人： BIOCATCH LTD.
发明人： Alesis Novik , Andrius Sutas
IPC分类号： G06N3/12 , G06K9/62 , G06V40/70 , G06F21/31 , G06F21/32
摘要： The present invention relates to an improved method of providing identification of a user or authentication of a user's identity. More particularly, the present invention relates to an improved method of providing identification of a user or authentication of a user's identity using conditional behavioural biometrics.
The present invention seeks to provide an enhanced method of authenticating and/or identifying a user identity using conditional behavioural biometrics.
According to a first aspect of the present invention, there is provided a method of generating a user profile for use in identifying and/or authenticating a user on a device, the device equipped with one or more sensors, the method comprising: generating a set of data points from sensory data collected by the one or more sensors; clustering the set of data points to produce a set of data clusters; developing a first classifier for the data clusters, the first classifier being operable to assign a further data point derived from a further user interaction with the computing device to one of the data clusters; and developing one or more further classifiers for at least one of the data clusters, the further classifier operable to identify and/or authenticate a user identity based on the further data point.

2. 发明申请

US20220116389A1 DEVICE, SYSTEM, AND METHOD OF USER AUTHENTICATION BASED ON USER-SPECIFIC CHARACTERISTICS OF TASK PERFORMANCE 有权
公开(公告)号：US20220116389A1
公开(公告)日：2022-04-14
申请号：US17560406
申请日：2021-12-23
申请人： BioCatch Ltd.
发明人： Avi Turgeman
IPC分类号： G06F21/31 , G06F3/04883 , G06F3/04845 , G06F3/0354 , G06F3/01
摘要： Devices, systems, and methods of detecting user identity, authenticating a user to a computerized service or to an electronic device, differentiating between users of a computerized service, and detecting possible attackers or possible fraudulent transactions. A method includes: generating a user authentication session that requires a user to enter a secret by performing a task; monitoring the user interactions during task performance; extracting a user-specific behavioral characteristic, and utilizing it as a factor in user authentication. The task requires the user to perform on-screen operations via a touch-screen or touchpad or mouse or other input unit of the electronic device, or to move in space or tilt in space the entirety of the electronic device in a way that causes inputting of the secret data-item.

3. 发明申请

US20220108319A1 Method, Device, and System of Detecting Mule Accounts and Accounts used for Money Laundering 有权
公开(公告)号：US20220108319A1
公开(公告)日：2022-04-07
申请号：US17549931
申请日：2021-12-14
申请人： BIOCATCH LTD.
发明人： Itai Novick , Avi Turgeman
IPC分类号： G06Q20/40 , G06Q20/10
摘要： Method, device, and system of detecting a mule bank account, or a bank account used for terror funding or money laundering. A method includes: monitoring interactions of a user with a computing device during online access with a bank account; and based on the monitoring, determining that the bank account is utilized as a mule bank account to illegally receive and transfer money, or is used for money laundering or terror funding. The method takes into account one or more indicators, such as, utilization of a remote access channel, utilization of a virtual machine or a proxy server, unique behavior across multiple different accounts, temporal correlation among operations, detection of a set of operations that follow a pre-defined mule account playbook, detection of multiple incoming fund transfers from multiple countries that are followed by a single outgoing fund transfer to a different country, and other indicators.

4. 发明申请

US20210110014A1 System, Device, and Method of Determining Personal Characteristics of a User 有权
公开(公告)号：US20210110014A1
公开(公告)日：2021-04-15
申请号：US17124601
申请日：2020-12-17
申请人： BioCatch Ltd.
发明人： Avi Turgeman , Alexander Basil Zaloum , Tomer Orgad , Itai Novick
IPC分类号： G06F21/31 , G06F11/34 , G06F21/32 , G06K9/00
摘要： Methods and systems that correlate between (i) the manner in which the end-user holds and utilizes a mobile electronic device, particularly in landscape mode versus portrait mode, and (ii) the age or age-range of the user. The system detects a fraudulent transaction when the user utilizes a banking application portrait mode, while the declared age of the user indicates that he is old. Furthermore, the minimum distance between (i) the on-screen point-of-interaction of the user on the touch-screen, and (ii) a particular edge of the touch-screen, is further utilized to determine the user's age or age range.

5. 发明申请

US20210014236A1 System, Device, and Method for Detection of Proxy Server 有权
公开(公告)号：US20210014236A1
公开(公告)日：2021-01-14
申请号：US17037824
申请日：2020-09-30
申请人： BioCatch Ltd.
发明人： Avi Turgeman , Yaron Lehmann , Yaron Azizi , Itai Novick
IPC分类号： H04L29/06 , H04L29/08 , H04L12/841 , H04L29/12 , H04W12/12
摘要： Devices, systems, and methods of detecting whether an electronic device or computerized device or computer, is communicating with a computerized service or a trusted server directly and without an intermediary web-proxy, or indirectly by utilizing a proxy server or web-proxy. The system searches for particular characteristics or attributes, that characterize a proxy-based communication session or channel and that do not characterize a direct non-proxy-based communication session or channel; or conversely, the system searches for particular characteristics or attributes, that characterize a direct non-proxy-based communication session or channel and that do not characterize a proxy-based communication session or channel; and based on these characteristics, determines whether or not a proxy server exists and operates.

6. 发明授权

US10728761B2 Method, device, and system of detecting a lie of a user who inputs data 有权
公开(公告)号：US10728761B2
公开(公告)日：2020-07-28
申请号：US15847946
申请日：2017-12-20
申请人： BioCatch Ltd.
发明人： Oren Kedem , Avi Turgeman
IPC分类号： H04W12/06 , G06F21/31 , G06F21/32 , G06F21/55 , H04M1/725 , G06F3/041
摘要： Method, device, and system of detecting a lie of a user who inputs data. A method includes monitoring input-unit gestures and interactions of a user that inputs data through an electronic device; and based on analysis of the input-unit gestures and interactions, determining that the user has inputted false data through the electronic device. A particular fillable field, or a particular question, are identified as having untrue input from the user. Optionally, spatial orientation data of the electronic device is taken into account in the determination process. Optionally, contextual analysis is utilized, to determine that the input-unit gestures and interactions reflect an attempt of the user to perform a beautifying modification of a data-item to his benefit.

7. 发明授权

US10523680B2 System, device, and method for detecting a proxy server 有权
公开(公告)号：US10523680B2
公开(公告)日：2019-12-31
申请号：US16057825
申请日：2018-08-08
申请人： BioCatch Ltd.
发明人： Avi Turgeman , Yaron Lehmann , Yaron Azizi , Itai Novick
IPC分类号： G06F7/04 , H04L29/06 , H04L29/08 , H04L12/841 , H04L29/12 , H04W12/12 , H04L5/00
摘要： Devices, systems, and methods of detecting whether an electronic device or computerized device or computer, is communicating with a computerized service or a trusted server directly and without an intermediary web-proxy, or indirectly by utilizing a proxy server or web-proxy. The system searches for particular characteristics or attributes, that characterize a proxy-based communication session or channel and that do not characterize a direct non-proxy-based communication session or channel; or conversely, the system searches for particular characteristics or attributes, that characterize a direct non-proxy-based communication session or channel and that do not characterize a proxy-based communication session or channel; and based on these characteristics, determines whether or not a proxy server exists and operates.

8. 发明授权

US10476873B2 Device, system, and method of password-less user authentication and password-less detection of user identity 有权
公开(公告)号：US10476873B2
公开(公告)日：2019-11-12
申请号：US15051700
申请日：2016-02-24
申请人： BioCatch Ltd.
发明人： Avi Turgeman , Tal Moyal , Yaron Azizi
IPC分类号： H04L29/06 , G06F21/31 , H04W12/06 , H04W12/00
摘要： Devices, systems, and methods of detecting user identity, differentiating between users of a computerized service, and detecting possible attackers; as well as password-less user authentication, and password-less detection of user identity. A system or a computing device requires a user to perform a particular unique non-user-defined task, the task optionally being an on-screen connect-the-dots task. The system monitors user interactions, extracts user-specific features that characterizes the manner in which the user performs the tasks; and subsequently relies on such user-specific features as a means for user authentication, optionally without utilizing a password or passphrase. Optionally, a user interface anomaly or interference is intentionally introduced in order to elicit the user to perform corrective gestures, which are optionally used for extraction of additional user-specific features.

9. 发明授权

US10298614B2 System, device, and method of generating and managing behavioral biometric cookies 有权
公开(公告)号：US10298614B2
公开(公告)日：2019-05-21
申请号：US15708155
申请日：2017-09-19
申请人： BioCatch Ltd.
发明人： Avi Turgeman
IPC分类号： G06F17/30 , H04L29/06 , H04L29/08 , G06F21/55 , G06Q30/02 , G06F21/31 , G06F21/32 , G06F3/041 , G06F3/0488 , H04L12/26 , G06Q10/06 , G06Q10/10 , G06F16/22 , G06F7/04 , H04W12/12
摘要： Devices, systems, and methods of generating and managing behavioral biometric cookies. The system monitors user-interactions of a user, that are performed via an input unit of an end-user device; and extracts a set of user-specific characteristics, which are used as a behavioral profile or behavioral signature. The set of user-specific characteristics are further used as a behavioral biometric cookie data-item, allowing the system to distinguish between two human users that utilize the same electronic device; and allowing the system to distinguish between a human user and an automated script. The system further allows creation and utilization of behavioral sub-cookies that distinguish among multiple users of the same device. The system also allows creation of a cross-device behavioral cookie, to track browsing or usage history of a single user across multiple electronic devices.

10. 发明授权

US10262324B2 System, device, and method of differentiating among users based on user-specific page navigation sequence 有权
公开(公告)号：US10262324B2
公开(公告)日：2019-04-16
申请号：US15492026
申请日：2017-04-20
申请人： BioCatch Ltd.
发明人： Avi Turgeman , Itai Novick
IPC分类号： G06Q20/40 , G06F3/0485 , G06F21/31 , G06F21/32 , H04W12/06 , H04L29/06 , H04W12/00
摘要： Systems, devices, and methods for detecting identity of a user of a computerized service; for determining whether or not an electronic device is being used by a legitimate user; for detecting identity of a user based on navigation sequences; and for differentiating among users. The system monitors user interactions with a financial service or a retailer service, via input units, computer-mouse, keyboard, touch-screen; the system determines a unique sequence in which each users visits multiple pages, or interacts with multiple interface elements; and the system differentiates among users and flags a transaction as possibly-fraudulent.

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