Stealing Machine Learning Models via Prediction APIs
Authors: Florian Tramèr, Fan Zhang, Ari Juels, Michael K. Reiter, Thomas Ristenpart | Published: 2016-09-09 | Updated: 2016-10-03
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Towards Evaluating the Robustness of Neural Networks
Authors: Nicholas Carlini, David Wagner | Published: 2016-08-16 | Updated: 2017-03-22
A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation
Authors: Jeffrey Pawlick, Quanyan Zhu | Published: 2016-08-08 | Updated: 2016-12-08
QPass: a Merit-based Evaluation of Soccer Passes
Authors: Laszlo Gyarmati, Rade Stanojevic | Published: 2016-08-08
Robust High-Dimensional Linear Regression
Authors: Chang Liu, Bo Li, Yevgeniy Vorobeychik, Alina Oprea | Published: 2016-08-07 | Updated: 2016-08-09
Early Methods for Detecting Adversarial Images
Authors: Dan Hendrycks, Kevin Gimpel | Published: 2016-08-01 | Updated: 2017-03-23
Attribute Learning for Network Intrusion Detection
Authors: Jorge Luis Rivero Pérez, Bernardete Ribeiro | Published: 2016-07-28
Darknet and Deepnet Mining for Proactive Cybersecurity Threat Intelligence
Authors: Eric Nunes, Ahmad Diab, Andrew Gunn, Ericsson Marin, Vineet Mishra, Vivin Paliath, John Robertson, Jana Shakarian, Amanda Thart, Paulo Shakarian | Published: 2016-07-28
Android Malware Detection Using Parallel Machine Learning Classifiers
Authors: Suleiman Y. Yerima, Sakir Sezer, Igor Muttik | Published: 2016-07-27
N-opcode Analysis for Android Malware Classification and Categorization
Authors: BooJoong Kang, Suleiman Y. Yerima, Kieran McLaughlin, Sakir Sezer | Published: 2016-07-27