Gradient-based Data Subversion Attack Against Binary Classifiers

31 May 2021

Papers citing "Gradient-based Data Subversion Attack Against Binary Classifiers"

8 / 8 papers shown

Title
Generalized Resilience and Robust Statistics Banghua Zhu Jiantao Jiao Jacob Steinhardt 51 45 0 19 Sep 2019
Data Poisoning Attacks against Online Learning Yizhen Wang Kamalika Chaudhuri AAML 62 93 0 27 Aug 2018
Label Sanitization against Label Flipping Poisoning Attacks Andrea Paudice Luis Muñoz-González Emil C. Lupu AAML 46 162 0 02 Mar 2018
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning Battista Biggio Fabio Roli AAML 125 1,409 0 08 Dec 2017
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization Luis Muñoz-González Battista Biggio Ambra Demontis Andrea Paudice Vasin Wongrassamee Emil C. Lupu Fabio Roli AAML 99 632 0 29 Aug 2017
Certified Defenses for Data Poisoning Attacks Jacob Steinhardt Pang Wei Koh Percy Liang AAML 86 754 0 09 Jun 2017
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 203 2,885 0 14 Mar 2017
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 112 1,589 0 27 Jun 2012