Security Evaluation of Machine Learning Systems

Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks

Y Han, B Rubinstein

2018-01-01

Despite the widespread use of machine learning in adversarial settings such as computer security, recent studies have demonstrated..

Large-scale strategic games and adversarial machine learning

T Alpcan, BIP Rubinstein, C Leckie

2016-01-01

Decision making in modern large-scale and complex systems such as communication networks, smart electricity grids, and cyber-physi..