Adversarial Feature Selection against Evasion Attacks

Adversarial Feature Selection against Evasion Attacks

25 May 2020

Battista Biggio

Fabio Roli

Papers citing "Adversarial Feature Selection against Evasion Attacks"

8 / 8 papers shown

Title
Adversarial Evasion Attacks Practicality in Networks: Testing the Impact of Dynamic Learning Mohamed el Shehaby Ashraf Matrawy AAML 80 7 0 08 Jun 2023
Is Data Clustering in Adversarial Settings Secure? Battista Biggio I. Pillai Samuel Rota Buló Andrea Valenza Marcello Pelillo Fabio Roli AAML 48 130 0 25 Nov 2018
Security Evaluation of Pattern Classifiers under Attack Battista Biggio Giorgio Fumera Fabio Roli AAML 62 444 0 02 Sep 2017
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 157 2,151 0 21 Aug 2017
Security Evaluation of Support Vector Machines in Adversarial Environments Battista Biggio Igino Corona B. Nelson Benjamin I. P. Rubinstein Davide Maiorca Giorgio Fumera Giorgio Giacinto and Fabio Roli AAML 61 125 0 30 Jan 2014
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 112 1,590 0 27 Jun 2012
Feature Selection via Probabilistic Outputs A. Danyluk Nicholas A. Arnosti 52 4 0 27 Jun 2012
Query Strategies for Evading Convex-Inducing Classifiers B. Nelson Benjamin I. P. Rubinstein Ling Huang A. Joseph Steven J. Lee Satish Rao J. D. Tygar 103 124 0 03 Jul 2010