A self-driving car sees a stop sign with a small sticker and reads it as a speed limit sign. An AI malware classifier sees a malicious binary with 16 bytes appended and classifies it as benign. A facial recognition system sees a person wearing specific eyeglasses and identifies them as someone else entirely. These are adversarial machine learning attacks — deliberately crafted inputs that cause AI systems to behave incorrectly. I cover this topic in every AI security assessment because…
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