Reducing audio membership inference attack accuracy to chance: 4
defenses

Reducing audio membership inference attack accuracy to chance: 4 defenses

31 October 2019

Z. Hampel-Arias

Felipe A. Mejia

Papers citing "Reducing audio membership inference attack accuracy to chance: 4 defenses"

11 / 11 papers shown

Title
Machine Learning with Membership Privacy using Adversarial Regularization Milad Nasr Reza Shokri Amir Houmansadr FedML MIACV 45 470 0 16 Jul 2018
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models A. Salem Yang Zhang Mathias Humbert Pascal Berrang Mario Fritz Michael Backes MIACV MIALM 91 948 0 04 Jun 2018
Voices Obscured in Complex Environmental Settings (VOICES) corpus Colleen Richey Maria Artigas Zeb Armstrong C. Bartels H. Franco ... Julien van Hout Paul Gamble Jeff Hetherly Cory Stephenson Karl S. Ni 56 127 0 13 Apr 2018
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text Nicholas Carlini D. Wagner AAML 94 1,079 0 05 Jan 2018
Houdini: Fooling Deep Structured Prediction Models Moustapha Cissé Yossi Adi Natalia Neverova Joseph Keshet AAML 48 272 0 17 Jul 2017
Attacking Machine Learning models as part of a cyber kill chain Tam n. Nguyen AAML 18 9 0 01 May 2017
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 238 4,120 0 18 Oct 2016
Adversarial Perturbations Against Deep Neural Networks for Malware Classification Kathrin Grosse Nicolas Papernot Praveen Manoharan Michael Backes Patrick McDaniel AAML 64 418 0 14 Jun 2016
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks Nicolas Papernot Patrick McDaniel Xi Wu S. Jha A. Swami AAML 92 3,072 0 14 Nov 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 342 19,634 0 09 Mar 2015
Hacking Smart Machines with Smarter Ones: How to Extract Meaningful Data from Machine Learning Classifiers G. Ateniese G. Felici L. Mancini A. Spognardi Antonio Villani Domenico Vitali 72 460 0 19 Jun 2013