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CIARP
2013
Springer

Pattern Recognition Systems under Attack

7 years 7 months ago
Pattern Recognition Systems under Attack
Pattern recognition systems have been increasingly used in security applications, although it is known that carefully crafted attacks can compromise their security. We advocate that simulating a proactive arms race is crucial to identify the most relevant vulnerabilities of pattern recognition systems, and to develop countermeasures in advance, thus improving system security. We summarize a framework we recently proposed for designing proactive secure pattern recognition systems and review its application to assess the security of biometric recognition systems against poisoning attacks.
Fabio Roli, Battista Biggio, Giorgio Fumera
Added 27 Apr 2014
Updated 27 Apr 2014
Type Journal
Year 2013
Where CIARP
Authors Fabio Roli, Battista Biggio, Giorgio Fumera
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