Support Vector Machines under Adversarial Label Contamination

Support Vector Machines under Adversarial Label Contamination

1 June 2022

Battista Biggio

Claudia Eckert

Fabio Roli

Papers citing "Support Vector Machines under Adversarial Label Contamination"

7 / 7 papers shown

Title
Is Data Clustering in Adversarial Settings Secure? Battista Biggio I. Pillai Samuel Rota Buló Andrea Valenza Marcello Pelillo Fabio Roli AAML 35 129 0 25 Nov 2018
Security Evaluation of Pattern Classifiers under Attack Battista Biggio Giorgio Fumera Fabio Roli AAML 47 442 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 101 2,142 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 44 125 0 30 Jan 2014
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 92 1,580 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 79 124 0 03 Jul 2010
Security Analysis of Online Centroid Anomaly Detection Marius Kloft Pavel Laskov 75 97 0 27 Feb 2010