SECURE ELEMENT ARRAYS IN INTERNET-OF-THINGS SYSTEMS

    公开(公告)号:US20240015149A1

    公开(公告)日:2024-01-11

    申请号:US18250023

    申请日:2021-11-12

    Applicant: ASSA ABLOY AB

    CPC classification number: H04L63/0853 H04L63/0823 G07C9/27

    Abstract: Systems and methods for providing secure execution of functions for edge devices include a plurality of edge devices, a controller, and an array of secure elements. The edge devices are each configured to obtain data for an application of the system. The controller is connected to communicate with the edge devices to receive the data from each of the edge devices. The array of secure elements is connected to the controller, and each secure element executes functions using the data received from the edge devices. The controller associates an identified secure element of the array of secure elements with a respective edge device to execute the functions for data received from the respective edge device, and the controller is connected to communicate a result of the executed functions to the respective edge device.

    TRAJECTORY AND INTENT PREDICTION
    3.
    发明公开

    公开(公告)号:US20240096155A1

    公开(公告)日:2024-03-21

    申请号:US18257182

    申请日:2021-12-07

    Applicant: ASSA ABLOY AB

    Abstract: Methods and systems for trajectory and intent prediction are provided. The methods and systems include operations comprising: receiving an observed trajectory of a user and user behavior information; processing the observed trajectory by a machine learning technique to generate a plurality of predicted trajectories, the machine learning technique being trained to establish a relationship between a plurality of training observed trajectories and training predicted trajectories; adjusting the plurality of predicted trajectories based on the user behavior information to determine user intent to operate a target access control device; determining that the target access control device within a threshold range of a given one of the plurality of predicted trajectories; and in response to determining that the target access control device is within the threshold range of the given one of the plurality of predicted trajectories, performing an operation associated with the target access control device.

    TRAJECTORY PREDICTION WITH DATA NORMALIZATION

    公开(公告)号:US20240094006A1

    公开(公告)日:2024-03-21

    申请号:US18257172

    申请日:2021-12-07

    Applicant: ASSA ABLOY AB

    CPC classification number: G01C21/206 G01C21/12 G07C9/00571 G07C9/28 H04W4/33

    Abstract: Methods and systems (100) for trajectory prediction are provided. The methods and systems (100) include operations comprising: receiving (501) a plurality of observed speed points; processing (502) the plurality of observed speed points corresponding to the observed trajectory by a machine learning technique to generate a plurality of predicted speed points, the machine learning technique being trained to establish a relationship between a plurality of training observed speed points and training predicted speed points; determining (503) a future trajectory based on the plurality of predicted speed points, each of the plurality of predicted speed points corresponding to a different slice of a plurality of slices of the future trajectory; determining (504) that a target access control device is within a threshold range of the future trajectory; and performing (505) an operation associated with the target access control device (110).

    METHODS & PROCESSES TO SECURELY UPDATE SECURE ELEMENTS

    公开(公告)号:US20220414224A1

    公开(公告)日:2022-12-29

    申请号:US17756835

    申请日:2020-11-13

    Applicant: ASSA ABLOY AB

    Abstract: This disclosure describes techniques for updating firmware of a secure element. The techniques include operations comprising: receiving, by a gateway device, from a remote source, a firmware file; receiving, by a processing element implemented on the gateway device, ephemeral session specific key material for a first secure element implemented on the gateway device; dividing the firmware file into a plurality of data chunks; applying, by the processing element, the ephemeral session specific key material to a first data chunk of the plurality of data chunks to generate a first data packet; and sending, by the processing element, the first data packet to the first secure element.

    FIELD REVISIONS FOR A PERSONAL SECURITY DEVICE
    7.
    发明申请
    FIELD REVISIONS FOR A PERSONAL SECURITY DEVICE 审中-公开
    个人安全设备的现场修订

    公开(公告)号:US20150047023A1

    公开(公告)日:2015-02-12

    申请号:US14386900

    申请日:2013-03-26

    Applicant: Assa Abloy AB

    CPC classification number: G06F21/31 G06F21/77 G07C9/00857

    Abstract: Atomically modifying a personal security device includes presenting the personal security device to a reader/writer coupled to an access module, the access module determining if the personal security device includes a factory security mechanism, and, if the personal security device includes a factory security mechanism, using the reader/writer and the access module to replace the factory security mechanism with another security mechanism. The access module may authenticate the personal security device in connection with replacing the factory security mechanism. Authenticating the personal security device may grant access to a user through a door controlled by the access module. Replacing the factory security mechanism may include replacing an application on the personal security device. An ISO/IEC 7816-13 application management request command may be used to replace the application.

    Abstract translation: 原子上修改个人安全设备包括将个人安全设备呈现给耦合到访问模块的读取器/写入器,访问模块确定个人安全设备是否包括工厂安全机制,并且如果个人安全设备包括工厂安全机制 ,使用读写器和访问模块来替换出厂安全机制与另一安全机制。 访问模块可以与更换工厂安全机制相关联地认证个人安全设备。 验证个人安全设备可以通过由访问模块控制的门授予对用户的访问。 更换出厂安全机制可能包括更换个人安全设备上的应用程序。 可以使用ISO / IEC 7816-13应用程序管理请求命令来替换应用程序。

    SECURE ELEMENT ARRAYS IN INTERNET-OF-THINGS SYSTEMS

    公开(公告)号:US20240022389A1

    公开(公告)日:2024-01-18

    申请号:US18355858

    申请日:2023-07-20

    Applicant: ASSA ABLOY AB

    CPC classification number: H04L5/14 H04L1/0061 H04L1/18

    Abstract: Systems and methods for providing secure execution of functions for edge devices include a plurality of edge devices, a controller, and an array of secure elements. The edge devices are each configured to obtain data for an application of the system. The controller is connected to communicate with the edge devices to receive the data from each of the edge devices. The array of secure elements is connected to the controller, and each secure element executes functions using the data received from the edge devices. The controller associates an identified secure element of the array of secure elements with a respective edge device to execute the functions for data received from the respective edge device, and the controller is connected to communicate a result of the executed functions to the respective edge device.

    SYSTEMS AND METHODS FOR FINE TUNING IMAGE CLASSIFICATION NEURAL NETWORKS

    公开(公告)号:US20210279528A1

    公开(公告)日:2021-09-09

    申请号:US16807825

    申请日:2020-03-03

    Applicant: ASSA ABLOY AB

    Abstract: An authentication engine, residing at one or more computing machines, receives, from a vision device comprising one or more cameras, a probe image. The authentication engine generates, using a trained facial classification neural engine, one or more first labels for a person depicted in the probe image and a probability for at least one of the one or more first labels. The authentication engine determines that the probability is within a predefined low accuracy range. The authentication engine generates, using a supporting engine, a second label for the person depicted in the probe image. The supporting engine operates independently of the trained facial classification neural engine. The authentication engine further trains the facial classification neural engine based on the second label.

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