The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure

Saeed Mahloujifar, Dimitrios I. Diochnos, Mohammad Mahmoody. The Curse of Concentration in Robust Learning: Evasion and Poisoning Attacks from Concentration of Measure. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. pages 4536-4543, AAAI Press, 2019. [doi]

Abstract

Abstract is missing.