Poisoning Attacks with Generative Adversarial Nets

Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo +2

Machine learning algorithms are vulnerable to poisoning attacks: An adversary can inject malicious points in the training dataset to influence the learning process and degrade the…