Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness

Maayan Ehrenberg, Roy Ganz, Nir Rosenfeld

Adversarial training aims to defend against adversaries: malicious opponents whose sole aim is to harm predictive performance in any way possible. This presents a rather harsh pers…