On Security and Sparsity of Linear Classifiers for Adversarial Settings

On Security and Sparsity of Linear Classifiers for Adversarial Settings

31 August 2017

Ambra Demontis

Battista Biggio

Fabio Roli

Papers citing "On Security and Sparsity of Linear Classifiers for Adversarial Settings"

5 / 5 papers shown

Title
Adversarial Examples on Object Recognition: A Comprehensive Survey A. Serban E. Poll Joost Visser AAML 68 73 0 07 Aug 2020
Adversarial Feature Selection against Evasion Attacks Fei Zhang P. Chan Battista Biggio D. Yeung Fabio Roli AAML 29 226 0 25 May 2020
Is feature selection secure against training data poisoning? Huang Xiao Battista Biggio Gavin Brown Giorgio Fumera Claudia Eckert Fabio Roli AAML SILM 47 423 0 21 Apr 2018
Evasion Attacks against Machine Learning at Test Time Battista Biggio Igino Corona Davide Maiorca B. Nelson Nedim Srndic Pavel Laskov Giorgio Giacinto Fabio Roli AAML 101 2,142 0 21 Aug 2017
Robustness and Regularization of Support Vector Machines Huan Xu Constantine Caramanis Shie Mannor 108 471 0 25 Mar 2008