User authentication using behavior patterns

    公开(公告)号:US12266232B2

    公开(公告)日:2025-04-01

    申请号:US17872569

    申请日:2022-07-25

    Abstract: Systems, devices, and methods for user authentication are described. A security platform may authenticate a user based on a machine learning model created using historical user behavior. The user behavior may correspond to user interaction with and/or operation of a computing device. The user behavior may correspond to, for example, historical user purchase patterns. Applications include user authentication for online and offline purchases, access to computing resources, and/or access to physical locations.

    GENERATING CUSTOMIZED AUTHENTICATION QUESTIONS FOR AUTOMATED VISHING DETECTION

    公开(公告)号:US20250097346A1

    公开(公告)日:2025-03-20

    申请号:US18368095

    申请日:2023-09-14

    Abstract: A computing platform may train an identity verification model to identify authentication questions to validate an identity of an individual. The computing platform may detect a call of the individual. The computing platform may input, into the identity verification model and while the call is paused, information of the call, the individual, and/or a second individual, which may cause the identity verification model to output the authentication questions. The computing platform may send, while the call is paused and to a user device of the individual, the authentication questions. The computing platform may receive, while the call is paused and from the user device, authentication information comprising responses to the authentication questions. The computing platform may validate, while the call is paused, the authentication information. Based on successful validation of the authentication information, the computing platform may cause the call to resume.

    DYNAMIC STEGANOGRAPHIC EMBEDDINGS FOR MESSAGE THREAT DETECTION

    公开(公告)号:US20250080512A1

    公开(公告)日:2025-03-06

    申请号:US18950298

    申请日:2024-11-18

    Abstract: Aspects of the disclosure relate to electronic messaging security. A computing platform may push, to a client device, an electronic messaging plugin configured to validate steganographic modifications, embedded in electronic messages by the computing platform. The computing platform may intercept an electronic message directed to the client device. The computing platform may generate a steganographic modification to the electronic message. The computing platform may embed, in the electronic message, the steganographic modification, resulting in a modified electronic message. The computing platform may send, to the client device, the modified electronic message, where the client device may configured to validate, using the electronic messaging plugin, the steganographic modification prior to launching the modified electronic message at the client device.

    Security Enabled False Desktop Computing Environment

    公开(公告)号:US20240265078A1

    公开(公告)日:2024-08-08

    申请号:US18636665

    申请日:2024-04-16

    CPC classification number: G06F21/31 G06F21/6218

    Abstract: A computing system for securely managing access to resources of a computing device receives an input at a secure login of a user interface. The computing system compares the input to a plurality of stored security measures and activates one of an operating system or a configuration of a false desktop system. A user interface of the false desktop system shares characteristics with a user interface of an operating system and restricts access to specified files, data stores, applications, networking functions, and/or ports associated with the computing system. When configured, the false desktop system or the operating system is enabled based on the location of the computing system. When configured, the false desktop system deletes files, data stores, and applications of the operating system.

    Security enabled false desktop computing environment

    公开(公告)号:US12039019B2

    公开(公告)日:2024-07-16

    申请号:US18050278

    申请日:2022-10-27

    CPC classification number: G06F21/31 G06F21/6218

    Abstract: A computing system for securely managing access to resources of a computing device receives an input at a secure login of a user interface. The computing system compares the input to a plurality of stored security measures and activates one of an operating system or a configuration of a false desktop system. A user interface of the false desktop system shares characteristics with a user interface of an operating system and restricts access to specified files, data stores, applications, networking functions, and/or ports associated with the computing system. When configured, the false desktop system or the operating system is enabled based on the location of the computing system. When configured, the false desktop system deletes files, data stores, and applications of the operating system.

    Real-time management of access controls

    公开(公告)号:US11985137B2

    公开(公告)日:2024-05-14

    申请号:US17894658

    申请日:2022-08-24

    CPC classification number: H04L63/104 G06N5/04 G06N20/00 G06Q10/0631

    Abstract: Aspects of the disclosure relate to real-time management of access controls. A computing platform may detect, via the communication interface, a trigger related to an activity of an enterprise user over a network. Then, the computing platform may retrieve, via the communication interface and from the network device, data associated with the activity. The computing platform may then compare, via the computing device, the retrieved data with a central tendency for activities with the network device. Subsequently, the computing platform may identify, based on the comparing, a deviation from the central tendency. Then, the computing platform may adjust, dynamically in real-time and in response to identifying the deviation, an access control or multiple access controls for the enterprise user to the network device.

    Real-time classification of content in a data transmission

    公开(公告)号:US11979423B2

    公开(公告)日:2024-05-07

    申请号:US18113184

    申请日:2023-02-23

    CPC classification number: H04L63/1425 G06N20/00 H04L63/1433

    Abstract: Aspects of the disclosure relate to real-time classification of content in a data transmission. A computing platform may detect, in real-time and via a computing device, a plurality of data transmissions between applications over a communications network. Then, the computing platform may retrieve, for a particular data transmission of the plurality of data transmissions, a content of the particular data transmission. The computing platform may then analyze, via the computing device, the content. Subsequently, the computing platform may determine, in real-time via the computing device and based on the analyzing, a security classification for the content. Then, the computing platform may cause, in real-time via the computing device, the content to be marked with the determined security classification.

    ENERGY OPTIMIZATION PLATFORM USING ARTIFICIAL INTELLIGENCE AND EDGE COMPUTING

    公开(公告)号:US20240095628A1

    公开(公告)日:2024-03-21

    申请号:US17948621

    申请日:2022-09-20

    Abstract: Aspects of the disclosure relate to energy optimization. A computing platform may receive an event processing request. The computing platform may identify parameters of the event processing request. The computing platform may input the parameters into a global energy optimization model, to identify an edge computing system at which to process the event processing request. The computing platform may route the event processing request to the edge computing system along with commands to process the event processing request using an energy mix identified by a local energy optimization model, corresponding to the edge computing system, which may cause the edge computing system to: input the parameters of the event processing request into the local energy optimization model to identify the energy mix, and process, using the energy mix, the event processing request.

    Digital Check Disbursement Using Digital Chip and Distributed Ledger Methods

    公开(公告)号:US20240013167A1

    公开(公告)日:2024-01-11

    申请号:US18369994

    申请日:2023-09-19

    CPC classification number: G06Q20/0425

    Abstract: Aspects of the disclosure relate to digital check processing. A computing platform may receive, from a first recipient, a request to transfer a first portion of funds, corresponding to the first digital check image, to a second recipient account and a second portion of the funds, corresponding to the first digital check image, to a third recipient account. The computing platform may generate second and third digital check images representative of the first and second portions of the funds respectively. Based on successful validation of the second digital check image and the third digital check image, the computing platform may embed, into the second and third digital check images, a digital chip that indicates the successful validation. The computing platform may send, to the second recipient account and the third recipient account, the second and third digital check images respectively.

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