One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time

Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli. One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. In Friedhelm Schwenker, Fabio Roli, Josef Kittler, editors, Multiple Classifier Systems - 12th International Workshop, MCS 2015, G├╝nzburg, Germany, June 29 - July 1, 2015, Proceedings. Volume 9132 of Lecture Notes in Computer Science, pages 168-180, Springer, 2015. [doi]

Abstract

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