An Investigation of Data Poisoning Defenses for Online Learning

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An Investigation of Data Poisoning Defenses for Online Learning

28 May 2019

Kamalika Chaudhuri

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Papers citing "An Investigation of Data Poisoning Defenses for Online Learning"

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Title
Data Poisoning Attacks against Online Learning Yizhen Wang Kamalika Chaudhuri AAML 62 93 0 27 Aug 2018
Sever: A Robust Meta-Algorithm for Stochastic Optimization Ilias Diakonikolas Gautam Kamath D. Kane Jerry Li Jacob Steinhardt Alistair Stewart 69 289 0 07 Mar 2018
Towards Black-box Iterative Machine Teaching Weiyang Liu Bo Dai Xingguo Li Zhen Liu James M. Rehg Le Song 67 56 0 21 Oct 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 99 633 0 29 Aug 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,904 0 25 Aug 2017
Certified Defenses for Data Poisoning Attacks Jacob Steinhardt Pang Wei Koh Percy Liang AAML 108 756 0 09 Jun 2017
Data Poisoning Attacks on Factorization-Based Collaborative Filtering Bo Li Yining Wang Aarti Singh Yevgeniy Vorobeychik AAML 77 345 0 29 Aug 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 545 5,909 0 08 Jul 2016
Efficient Robust Proper Learning of Log-concave Distributions Ilias Diakonikolas D. Kane Alistair Stewart 59 30 0 09 Jun 2016
Poisoning Attacks against Support Vector Machines Battista Biggio B. Nelson Pavel Laskov AAML 115 1,593 0 27 Jun 2012