Evasion Attacks against Machine Learning at Test Time

Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, Fabio Roli. Evasion Attacks against Machine Learning at Test Time. In Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezn√Ĺ, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part III. Volume 8190 of Lecture Notes in Computer Science, pages 387-402, Springer, 2013. [doi]

Abstract

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