AI Security & Adversarial Attacks › Data Poisoning Attacks

What are best practices for Data Poisoning Attacks

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Answer

When working with Data Poisoning Attacks, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.

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

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