Discovery of AI/ML Supply Chain Vulnerabilities within Automotive Cyber-Physical Systems

Daniel Williams, Chelece Clark, Rachel McGahan,Bradley Potteiger,Daniel Cohen,Patrick Musau

2022 IEEE International Conference on Assured Autonomy (ICAA)（2022）

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摘要

Steady advancement in Artificial Intelligence (AI) development over recent years has caused AI systems to become more readily adopted across industry and military use-cases globally. As powerful as these algorithms are, there are still gaping questions regarding their security and reliability. Beyond adversarial machine learning, software supply chain vulnerabilities and model backdoor injection e...

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关键词

Cyber-Physical Systems,Artificial Intelligence,Machine Learning,Autonomous Vulnerability Discovery,Supply Chain,Autonomous Vehicles

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