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What is Adversarial Examples & Attacks

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Answer

Adversarial examples are specially crafted inputs designed to trick an AI model into making an incorrect prediction, even though the input looks normal to a human.
Real-world example Researchers showed that adding tiny, almost invisible changes to a stop sign image could trick a self driving car's AI into misreading it.

Common follow-ups: What is AI Security & Adversarial Attacks, How is Adversarial Examples & Attacks evaluated in practice, What tools are commonly used for Adversarial Examples & Attacks

AI Security & Adversarial Attacks topics: Introduction to AI Security Adversarial Examples & Attacks Data Poisoning Attacks
All 7 Adversarial Examples & Attacks questions