The invention provides a machine learning anti-attack recognition system suitable for automatic driving of a vehicle. The system comprises: an image acquisition unit, which is configured to be in communication connection with an image recognition unit and is used for collecting an image and transmitting the collected image to an image recognition unit; the image recognition unit, which is configured to be in communication connection with the image acquisition unit and an automatic driving control system of the vehicle and is used for analyzing and recognizing the received image and sending an analysis result to the automatic driving control system of the vehicle; and a verification unit, which is configured to be in communication connection with the automatic driving control system of the vehicle and is used for verifying the analysis result of the image recognition unit according to verification information and sending a verification result to the automatic driving control system of the vehicle. According to the invention, an image recognition result is verified, final driving control is carried out according to the verification result, and the system has the advantage of being safe to use.

    本发明提供了一种适用于车辆自动驾驶的机器学习对抗攻击识别系统,包括图像采集单元,配置为通信连接图像识别单元,用于采集图像并将采集的图像发送至图像识别单元;图像识别单元,配置为通信连接图像采集单元和车辆的自动驾驶控制系统,用于对接收的图像进行分析识别并将分析结果发送至车辆的自动驾驶控制系统;校验单元,配置为通信连接车辆的自动驾驶控制系统,用于根据校验信息对图像识别单元的分析结果进行校验核对,并将校验结果发送至车辆的自动驾驶控制系统。该发明对图像识别结果进行校验,并根据校验结果进行最终的驾驶控制,具有使用安全的优点。


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    Title :

    Machine learning anti-attack recognition system suitable for automatic driving of vehicle


    Additional title:

    一种适用于车辆自动驾驶的机器学习对抗攻击识别系统


    Contributors:
    CUI CHI (author) / HE YUCHU (author) / ZHANG XIAOFEI (author)

    Publication date :

    2022-01-04


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G06K Erkennen von Daten , RECOGNITION OF DATA



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