Stronger Data Poisoning Attacks Break Data Sanitization Defenses

Pang Wei Koh, Jacob Steinhardt, Percy Liang

Machine learning models trained on data from the outside world can be corrupted by data poisoning attacks that inject malicious points into the models' training sets. A common defe…