Is feature selection secure against training data poisoning?

Is feature selection secure against training data poisoning?

21 April 2018

Battista Biggio

Claudia Eckert

Fabio Roli

Papers citing "Is feature selection secure against training data poisoning?"

8 / 8 papers shown

Title
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger Yiming Li Mingyan Zhu Junfeng Guo Tao Wei Shu-Tao Xia Zhan Qin AAML 80 1 0 03 Dec 2023
Adversarial Feature Selection against Evasion Attacks Fei Zhang P. Chan Battista Biggio D. Yeung Fabio Roli AAML 29 226 0 25 May 2020
Defending against Backdoor Attack on Deep Neural Networks Kaidi Xu Sijia Liu Pin-Yu Chen Pu Zhao Xinyu Lin Xue Lin AAML 55 47 0 26 Feb 2020
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 52 442 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
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 92 1,580 0 27 Jun 2012
Robust Lasso with missing and grossly corrupted observations Nam H. Nguyen T. Tran 94 156 0 02 Dec 2011