AIBearisharXiv – CS AI · Jun 27/10
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Digital-to-Physical Transfer of Adversarial Patches for Aerial Vehicle Detection
Researchers demonstrate that adversarial patches—printable patterns designed to fool AI object detectors—can be physically deployed against aerial vehicle detection systems with significant effectiveness. The study reveals that patches placed directly on vehicles outperform digitally-optimized designs in real-world conditions, exposing critical vulnerabilities in deep neural network-based detection systems used for surveillance and monitoring applications.