Data Poisoning Attacks on Regression Learning and Corresponding Defenses

15 September 2020

Papers citing "Data Poisoning Attacks on Regression Learning and Corresponding Defenses"

7 / 7 papers shown

Title
Is feature selection secure against training data poisoning? Huang Xiao Battista Biggio Gavin Brown Giorgio Fumera Claudia Eckert Fabio Roli AAML SILM 51 423 0 21 Apr 2018
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks Ali Shafahi Wenjie Huang Mahyar Najibi Octavian Suciu Christoph Studer Tudor Dumitras Tom Goldstein AAML 86 1,089 0 03 Apr 2018
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning Matthew Jagielski Alina Oprea Battista Biggio Chang-rui Liu Cristina Nita-Rotaru Yue Liu AAML 85 759 0 01 Apr 2018
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
Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach Sen Chen Minhui Xue Lingling Fan S. Hao Lihua Xu Haojin Zhu Yue Liu AAML 65 221 0 13 Jun 2017
Certified Defenses for Data Poisoning Attacks Jacob Steinhardt Pang Wei Koh Percy Liang AAML 86 754 0 09 Jun 2017
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 109 1,589 0 27 Jun 2012