Artificial neural network integrity verification

    公开(公告)号:US11454968B2

    公开(公告)日:2022-09-27

    申请号:US16229044

    申请日:2018-12-21

    Abstract: An example method comprises receiving a number of inputs to a system employing an artificial neural network (ANN), wherein the ANN comprises a number of ANN partitions each having respective weight matrix data and bias data corresponding thereto stored in a memory. The method includes: determining an ANN partition to which the number of inputs correspond, reading, from the memory the weight matrix data and bias data corresponding to the determined ANN partition, and a first cryptographic code corresponding to the determined ANN partition; generating, using the weight matrix data and bias data read from the memory, a second cryptographic code corresponding to the determined ANN partition; determining whether the first cryptographic code and the second cryptographic code match; and responsive to determining a mismatch between the first cryptographic code and the second cryptographic code, issuing an indication of the mismatch to a controller of the system.

    Secure vehicular communication
    2.
    发明授权

    公开(公告)号:US11050556B2

    公开(公告)日:2021-06-29

    申请号:US16034763

    申请日:2018-07-13

    Abstract: Secure vehicular communication is described herein. An example apparatus can include a processor and a vehicular communication component. The vehicular communication component can be configured to generate a vehicular private key and a vehicular public key, provide the vehicular public key to a plurality of external communication components wherein each respective one of the plurality of external communication components is positioned on a different transportation assistance entity, provide data to at least one of the plurality of external communication components, receive, in response to providing the data, additional data from the at least one of the plurality of external communication components, wherein the additional data is encrypted using the vehicular public key, and decrypt the additional data using the vehicular private key.

    Apparatuses and methods for power regulation based on input power

    公开(公告)号:US10088862B2

    公开(公告)日:2018-10-02

    申请号:US15617244

    申请日:2017-06-08

    Abstract: Apparatuses and methods for power regulation based on input power using circuitry are disclosed herein. An example apparatus may include a reference circuit configured to receive a first voltage and a second voltage and to provide an output reference voltage at an output node having a value equal to the second voltage subtracted from the first voltage. The reference circuit may be configured to mirror a current of a first circuit coupled between the second voltage and a reference voltage through a second circuit coupled between the first voltage and the output node. The example apparatus may further include a power circuit configured to provide a third voltage based on the output reference voltage. The third voltage may have a value that is equal to the output reference voltage.

    SECURE VEHICULAR COMMUNICATION
    5.
    发明申请

    公开(公告)号:US20210328781A1

    公开(公告)日:2021-10-21

    申请号:US17361036

    申请日:2021-06-28

    Abstract: Secure vehicular communication is described herein. An example apparatus can include a processor and a vehicular communication component. The vehicular communication component can be configured to generate a vehicular private key and a vehicular public key, provide the vehicular public key to a plurality of external communication components wherein each respective one of the plurality of external communication components is positioned on a different transportation assistance entity, provide data to at least one of the plurality of external communication components, receive, in response to providing the data, additional data from the at least one of the plurality of external communication components, wherein the additional data is encrypted using the vehicular public key, and decrypt the additional data using the vehicular private key.

    Apparatuses and methods for power regulation based on input power

    公开(公告)号:US10466733B2

    公开(公告)日:2019-11-05

    申请号:US16109559

    申请日:2018-08-22

    Abstract: Apparatuses and methods for power regulation based on input power using circuitry are disclosed herein. An example apparatus may include a reference circuit configured to receive a first voltage and a second voltage and to provide an output reference voltage at an output node having a value equal to the second voltage subtracted from the first voltage. The reference circuit may be configured to mirror a current of a first circuit coupled between the second voltage and a reference voltage through a second circuit coupled between the first voltage and the output node. The example apparatus may further include a power circuit configured to provide a third voltage based on the output reference voltage. The third voltage may have a value that is equal to the output reference voltage.

    APPARATUSES AND METHODS FOR POWER REGULATION BASED ON INPUT POWER

    公开(公告)号:US20170269625A1

    公开(公告)日:2017-09-21

    申请号:US15617244

    申请日:2017-06-08

    CPC classification number: G05F3/26 H03K17/10 H03K17/12 H03K17/30 H03K19/003

    Abstract: Apparatuses and methods for power regulation based on input power using circuitry are disclosed herein. An example apparatus may include a reference circuit configured to receive a first voltage and a second voltage and to provide an output reference voltage at an output node having a value equal to the second voltage subtracted from the first voltage. The reference circuit may be configured to mirror a current of a first circuit coupled between the second voltage and a reference voltage through a second circuit coupled between the first voltage and the output node. The example apparatus may further include a power circuit configured to provide a third voltage based on the output reference voltage. The third voltage may have a value that is equal to the output reference voltage.

    SECURE VEHICULAR COMMUNICATION
    9.
    发明申请

    公开(公告)号:US20200021431A1

    公开(公告)日:2020-01-16

    申请号:US16034763

    申请日:2018-07-13

    Abstract: Secure vehicular communication is described herein. An example apparatus can include a processor and a vehicular communication component. The vehicular communication component can be configured to generate a vehicular private key and a vehicular public key, provide the vehicular public key to a plurality of external communication components wherein each respective one of the plurality of external communication components is positioned on a different transportation assistance entity, provide data to at least one of the plurality of external communication components, receive, in response to providing the data, additional data from the at least one of the plurality of external communication components, wherein the additional data is encrypted using the vehicular public key, and decrypt the additional data using the vehicular private key.

    ARTIFICIAL NEURAL NETWORK INTEGRITY VERIFICATION

    公开(公告)号:US20190265701A1

    公开(公告)日:2019-08-29

    申请号:US16229044

    申请日:2018-12-21

    Abstract: An example method comprises receiving a number of inputs to a system employing an artificial neural network (ANN), wherein the ANN comprises a number of ANN partitions each having respective weight matrix data and bias data corresponding thereto stored in a memory. The method includes: determining an ANN partition to which the number of inputs correspond, reading, from the memory the weight matrix data and bias data corresponding to the determined ANN partition, and a first cryptographic code corresponding to the determined ANN partition; generating, using the weight matrix data and bias data read from the memory, a second cryptographic code corresponding to the determined ANN partition; determining whether the first cryptographic code and the second cryptographic code match; and responsive to determining a mismatch between the first cryptographic code and the second cryptographic code, issuing an indication of the mismatch to a controller of the system.

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