Sep 2, 2017 · Security Evaluation of Pattern Classifiers under Attack. Authors:Battista Biggio, Giorgio Fumera, Fabio Roli.

Well known examples of attacks against pattern classifiers are: submitting a fake biometric trait to a biometric authentication system (spoofing attack); ...

Topics · Classifier Security · Attack Specificity · Classifier Designer · Causative Attacks · Adversarial Classification · Exploratory Attacks · Fake Biometric Trait ...

Security Evaluation of Pattern Classifiers Under Attack. P.Swathy1,Adhikari ... documented samples of attacks against pattern classifiers area unit submitting a.

Well known examples of attacks against pattern classifiers are: submitting a fake biometric trait to a biometric authentication system (spoofing attack) [1],. [ ...

under Attack. [1] B Soundarya[2] Sai Manogna, [3] Prasad B. [1]II/IV, [2][3 ... (ii). Developing novel methods to assess classifier security against these attacks ...

Pattern classification systems are commonly used in adversarial applications, like ... Security Evaluation of PatternClassifiers under Attack. Computing ...

Well known examples of attacks next to outline classifiers are: submitting a false biometric trait to a biometric validation system (spoofing attack) modifying.

Security Evaluation of Pattern Classifiers under Attack. ABSTRACT: Pattern classification systems are commonly used in adversarial applications, ...

Well known examples of attacks against pattern classifiers are: submitting a fake biometric trait to a biometric authentication system (spoofing attack) [1]; ...