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What is Data Poisoning Attacks

Beginner

Answer

Data poisoning attacks involve intentionally inserting harmful or misleading data into a training dataset to corrupt how an AI model learns.
Real-world example An attacker might poison a spam filter's training data so that certain harmful emails are incorrectly learned as safe.

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