Is data clustering in adversarial settings secure?

Author:

Biggio Battista1,Pillai Ignazio1,Rota Bulò Samuel2,Ariu Davide1,Pelillo Marcello3,Roli Fabio1

Affiliation:

1. Università di Cagliari, Cagliari, Italy

2. FBK-irst, Trento, Italy

3. Università Ca' Foscari di Venezia, Venice, Italy

Publisher

ACM

Reference30 articles.

1. Collaborative Malware Collection and Sensing. https://alliance.mwcollect.org. Collaborative Malware Collection and Sensing. https://alliance.mwcollect.org.

2. Project Malfease. http://malfease.oarci.net. Project Malfease. http://malfease.oarci.net.

3. Can machine learning be secure?

4. B. Biggio G. Fumera and F. Roli. Design of robust classifiers for adversarial environments. In IEEE Int'l Conf. on Systems Man and Cybernetics (SMC) pages 977--982 2011. B. Biggio G. Fumera and F. Roli. Design of robust classifiers for adversarial environments. In IEEE Int'l Conf. on Systems Man and Cybernetics (SMC) pages 977--982 2011.

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