Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent
Authors: Yudong Chen, Lili Su, Jiaming Xu | Published: 2017-05-16 | Updated: 2017-10-23
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Extending Defensive Distillation
Authors: Nicolas Papernot, Patrick McDaniel | Published: 2017-05-15
Musical Instrument Recognition Using Their Distinctive Characteristics in Artificial Neural Networks
Authors: Babak Toghiani-Rizi, Marcus Windmark | Published: 2017-05-14
PerfWeb: How to Violate Web Privacy with Hardware Performance Events
Authors: Berk Gulmezoglu, Andreas Zankl, Thomas Eisenbarth, Berk Sunar | Published: 2017-05-12
Hate is not Binary: Studying Abusive Behavior of #GamerGate on Twitter
Authors: Despoina Chatzakou, Nicolas Kourtellis, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, Athena Vakali | Published: 2017-05-09
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
Authors: Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Li Chen, Michael E. Kounavis, Duen Horng Chau | Published: 2017-05-08
Attacking Machine Learning models as part of a cyber kill chain
Authors: Tam N. Nguyen | Published: 2017-05-01 | Updated: 2018-04-07
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
Authors: Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli | Published: 2017-04-28
Intrusion Prevention and Detection in Grid Computing – The ALICE Case
Authors: Andres Gomez, Camilo Lara, Udo Kebschull | Published: 2017-04-20
Robust Smartphone App Identification Via Encrypted Network Traffic Analysis
Authors: Vincent F. Taylor, Riccardo Spolaor, Mauro conti, Ivan Martinovic | Published: 2017-04-20