Certified Defenses for Data Poisoning Attacks

Jacob Steinhardt, Pang Wei W. Koh, Percy S. Liang

Neural Information Processing Systems 

Traditionally, computer security seeks to ensure a system's integrity against attackers by creating clear boundaries between the system and the outside world ( Bishop, 2002).

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