Differential Privacy and Machine Learning: a Survey and Review
Authors: Zhanglong Ji, Zachary C. Lipton, Charles Elkan | Published: 2014-12-24
Towards Deep Neural Network Architectures Robust to Adversarial Examples
Authors: Shixiang Gu, Luca Rigazio | Published: 2014-12-11 | Updated: 2015-04-09
Understanding Deep Image Representations by Inverting Them
Authors: Aravindh Mahendran, Andrea Vedaldi | Published: 2014-11-26
Private Empirical Risk Minimization Beyond the Worst Case: The Effect of the Constraint Set Geometry
Authors: Kunal Talwar, Abhradeep Thakurta, Li Zhang | Published: 2014-11-20 | Updated: 2016-11-20
CONDENSER: A Graph-Based Approachfor Detecting Botnets
Authors: Pedro Camelo, Joao Moura, Ludwig Krippahl | Published: 2014-10-31
Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection
Authors: Antti Juvonen, Tuomo Sipola | Published: 2014-10-28
Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination
Authors: Amit Datta, Michael Carl Tschantz, Anupam Datta | Published: 2014-08-27 | Updated: 2015-03-17
Offline Signature-Based Fuzzy Vault (OSFV: Review and New Results
Authors: George S. Eskander, Robert Sabourin, Eric Granger | Published: 2014-08-18
Prediction with Advice of Unknown Number of Experts
Authors: Alexey Chernov, Vladimir Vovk | Published: 2014-08-09
An Evasion and Counter-Evasion Study in Malicious Websites Detection
Authors: Li Xu, Zhenxin Zhan, Shouhuai Xu, Keyin Ye | Published: 2014-08-08