Compressing information in an end node using an autoencoder neural network

    公开(公告)号:US11802894B2

    公开(公告)日:2023-10-31

    申请号:US17023654

    申请日:2020-09-17

    CPC classification number: G01R23/16 G06N3/02

    Abstract: In one embodiment, an apparatus includes: a sensor to sense real world information; a digitizer coupled to the sensor to digitize the real world information into digitized information; a signal processor coupled to the digitizer to process the digitized information into a spectrogram; a neural engine coupled to the signal processor, the neural engine comprising an autoencoder to compress the spectrogram into a compressed spectrogram; and a wireless circuit coupled to the neural engine to send the compressed spectrogram to a remote destination, to enable the remote destination to process the compressed spectrogram.

    DETECTING ANOMALOUS EVENTS IN A DISCRIMINATOR OF AN EMBEDDED DEVICE

    公开(公告)号:US20220138506A1

    公开(公告)日:2022-05-05

    申请号:US17089193

    申请日:2020-11-04

    Abstract: In an embodiment, an apparatus includes: a sensor to sense real world information; a digitizer coupled to the sensor to digitize the real world information into digitized information; a signal processor coupled to the digitizer to process the digitized information into an image; a discriminator coupled to the signal processor to determine, based at least in part on the image, whether the real world information comprises an anomaly, where the discriminator is trained via a generative adversarial network; and a controller coupled to the discriminator.

    Side-Channel Attack Mitigation For Secure Devices With Embedded Sensors

    公开(公告)号:US20210326488A1

    公开(公告)日:2021-10-21

    申请号:US17362104

    申请日:2021-06-29

    Inventor: Javier Elenes

    Abstract: Embodiments include cryptographic circuits having isolated operation with respect to embedded sensor operations to mitigate side-channel attacks. A cryptographic circuit, a sensor, and an analog-to-digital converter (ADC) circuit are integrated into an integrated circuit along with a cryptographic circuit. A sensed signal is output with the sensor, and the sensed signal is converted to digital data using the ADC circuit. Further, cryptographic data is generated using one or more secret keys and the cryptographic circuit. The generation of the cryptographic data has isolated operation with respect to the operation of the sensor and the ADC circuit. The isolated operation mitigates side-channel attacks. The isolated operation can be achieved using power supply, clock, and/or reset circuits for the cryptographic circuit that are electrically isolated from similar circuits for the sensor and ADC circuit. The isolated operation can also be achieved using time-division multiplex operations. Other variations can also be implemented.

    Methods And Systems For Blending Between Analog And Digital Broadcast Signals
    4.
    发明申请
    Methods And Systems For Blending Between Analog And Digital Broadcast Signals 有权
    模拟和数字广播信号混合的方法和系统

    公开(公告)号:US20140355764A1

    公开(公告)日:2014-12-04

    申请号:US13906607

    申请日:2013-05-31

    Inventor: Javier Elenes

    CPC classification number: H04H20/88 H04H20/22 H04H20/30 H04H40/81

    Abstract: Systems and methods are disclosed that may be implemented to process a received RF spectrum that includes both analog modulated and digitally modulated RF signals to blend between a digital demodulated signal and an analog demodulated signal obtained from the received RF spectrum prior to performing one or more signal quality mitigation operations on the blended signal (e.g., such as stereo blend, hi-cut, etc.). In one embodiment, the digital demodulated signal and the analog demodulated signal may include at least some of the same information, e.g., such as information from simulcast digital and analog channels that are obtained from the same received RF spectrum.

    Abstract translation: 公开了可以实施的系统和方法来处理包括模拟调制和数字调制的RF信号的接收RF频谱,以在数字解调信号和从所接收的RF频谱获得的模拟解调信号之前混合,然后再执行一个或多个信号 混合信号的质量降低操作(例如立体声混合,高切等)。 在一个实施例中,数字解调信号和模拟解调信号可以包括相同的信息中的至少一些,例如,从相同接收的RF频谱获得的来自联播数字和模拟信道的信息。

    Block cipher side-channel attack mitigation for secure devices

    公开(公告)号:US11704443B2

    公开(公告)日:2023-07-18

    申请号:US16688009

    申请日:2019-11-19

    Inventor: Javier Elenes

    Abstract: Systems and methods are disclosed for side-channel attack mitigation for secure devices including cryptographic circuits using block ciphers that are not based upon feedback. For disclosed embodiments, an integrated circuit includes a cryptographic circuit and a controller. The cryptographic circuit performs cryptographic operations in a block cipher AES mode without feedback. The controller outputs control signals to the cryptographic circuit that cause the cryptographic circuit to perform the cryptographic operations on sequential data blocks with an internally permuted order to mitigate block cipher side-channel attacks. The internally permuted order can be generated using one or more random number generators, one or more pre-configured permutated orders, or other techniques. Further, sequential data blocks can be grouped into sequential subsets of data blocks, and the cryptographic operations can be performed in sequence for the subsets with data blocks within each subset being processed with an internally permuted order.

    Methods and systems for rapid detection of digital content within RF signals
    7.
    发明授权
    Methods and systems for rapid detection of digital content within RF signals 有权
    用于快速检测射频信号内数字内容的方法和系统

    公开(公告)号:US09253007B1

    公开(公告)日:2016-02-02

    申请号:US14512739

    申请日:2014-10-13

    Inventor: Javier Elenes

    CPC classification number: H04L27/2663 H04L27/2649 H04L27/2678

    Abstract: Systems and methods are disclosed for rapid detection of digital content within received radio frequency (RF) signals. The disclosed embodiments digitize received RF signals and apply a cyclic prefix correlation to generate correlation values that are accumulated over a plurality of symbol times. The accumulated correlation values are then stored in a dump register after these plurality of symbol times, and the accumulated correlation values are used to determine whether or not digital content is present within the broadcast channel being analyzed. The disclosed embodiments are useful, for example, in determining whether DAB (Digital Radio Broadcast) digital content is present within audio broadcast channels by detecting the cyclic prefix within the DAB transmissions.

    Abstract translation: 公开了用于在接收的射频(RF)信号内快速检测数字内容的系统和方法。 所公开的实施例数字化接收的RF信号并应用循环前缀相关性来产生在多个符号时间上累积的相关值。 然后在这些多个符号时间之后将积累的相关值存储在转储寄存器中,并且累积的相关值用于确定正在分析的广播信道内是否存在数字内容。 所公开的实施例例如在确定DAB(数字无线电广播)数字内容是否通过检测DAB传输中的循环前缀而在音频广播信道内存在是有用的。

    Methods And Systems For Rapid Detection Of Digital Radio Signals
    8.
    发明申请
    Methods And Systems For Rapid Detection Of Digital Radio Signals 有权
    数字无线电信号快速检测方法与系统

    公开(公告)号:US20140355726A1

    公开(公告)日:2014-12-04

    申请号:US13906465

    申请日:2013-05-31

    CPC classification number: H04L25/03834 H04L27/2605 H04L27/2647 H04L27/2649

    Abstract: Systems and methods are disclosed for rapid detection of digital content within received radio frequency (RF) signals. The disclosed embodiments digitize received RF signals and apply a sliding window average to subsampled complex magnitudes for the digital samples to generate subsampled magnitude values. The subsampled magnitude values are then collected over a small number of symbols for the digital content, and the results are analyzed to determine whether or not digital content is present with the received signals. For example, multi-symbol histograms and magnitude ratios determined over multiple symbols can then be utilized to make the determination of whether digital content is present in the received signals. The resulting detection determination can be utilized further to control operations of systems utilizing the disclosed embodiments. The disclosed embodiments can be used, for example, to detect the presence of HD (High Definition) Radio digital content within broadcast channels.

    Abstract translation: 公开了用于在接收的射频(RF)信号内快速检测数字内容的系统和方法。 所公开的实施例数字化所接收的RF信号,并对数字采样的子采样复数幅度应用滑动窗口平均值,以产生二次采样幅度值。 然后通过数字内容的少量符号收集子采样幅度值,并分析结果以确定数字内容是否与接收信号一起存在。 例如,可以利用在多个符号上确定的多符号直方图和幅度比来确定数字内容是否存在于所接收的信号中。 可以进一步利用所得到的检测确定来控制利用所公开的实施例的系统的操作。 所公开的实施例可以用于例如在广播信道内检测HD(高清晰度)无线电数字内容的存在。

    Side-channel attack mitigation for secure devices with embedded sensors

    公开(公告)号:US11663366B2

    公开(公告)日:2023-05-30

    申请号:US17362104

    申请日:2021-06-29

    Inventor: Javier Elenes

    Abstract: Embodiments include cryptographic circuits having isolated operation with respect to embedded sensor operations to mitigate side-channel attacks. A cryptographic circuit, a sensor, and an analog-to-digital converter (ADC) circuit are integrated into an integrated circuit along with a cryptographic circuit. A sensed signal is output with the sensor, and the sensed signal is converted to digital data using the ADC circuit. Further, cryptographic data is generated using one or more secret keys and the cryptographic circuit. The generation of the cryptographic data has isolated operation with respect to the operation of the sensor and the ADC circuit. The isolated operation mitigates side-channel attacks. The isolated operation can be achieved using power supply, clock, and/or reset circuits for the cryptographic circuit that are electrically isolated from similar circuits for the sensor and ADC circuit. The isolated operation can also be achieved using time-division multiplex operations. Other variations can also be implemented.

    Apparatus for Protection of Electronic Circuitry and Associated Methods

    公开(公告)号:US20190097801A1

    公开(公告)日:2019-03-28

    申请号:US15717928

    申请日:2017-09-27

    Inventor: Javier Elenes

    Abstract: A method of providing access to a resource in an integrated circuit (IC) includes determining whether an attempt is made to access the resource. The method also includes determining whether a count of attempts to access the resource equals a maximum count. The method further includes authenticating cryptographically a command for accessing the resource if the count of attempts to access the resource is less than the maximum count.

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