Security Evaluation of Support Vector Machines in Adversarial Environments

no code implementations • 30 Jan 2014 • Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, and Fabio Roli

Support Vector Machines (SVMs) are among the most popular classification techniques adopted in security applications like malware detection, intrusion detection, and spam filtering.

Intrusion Detection Malware Detection