Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning
Authors: Rock Stevens, Octavian Suciu, Andrew Ruef, Sanghyun Hong, Michael Hicks, Tudor Dumitraş | Published: 2017-01-17
Agent-Agnostic Human-in-the-Loop Reinforcement Learning
Authors: David Abel, John Salvatier, Andreas Stuhlmüller, Owain Evans | Published: 2017-01-15
Learning to Invert: Signal Recovery via Deep Convolutional Networks
Authors: Ali Mousavi, Richard G. Baraniuk | Published: 2017-01-14
What Can I Do Now? Guiding Users in a World of Automated Decisions
Authors: Matthias Gallé | Published: 2017-01-13
Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey
Authors: Elike Hodo, Xavier Bellekens, Andrew Hamilton, Christos Tachtatzis, Robert Atkinson | Published: 2017-01-09
Private Incremental Regression
Authors: Shiva Prasad Kasiviswanathan, Kobbi Nissim, Hongxia Jin | Published: 2017-01-04
Dense Associative Memory is Robust to Adversarial Inputs
Authors: Dmitry Krotov, John J Hopfield | Published: 2017-01-04
Classification of Smartphone Users Using Internet Traffic
Authors: Andrey Finkelstein, Ron Biton, Rami Puzis, Asaf Shabtai | Published: 2017-01-01
Adversarial Examples Detection in Deep Networks with Convolutional Filter Statistics
Authors: Xin Li, Fuxin Li | Published: 2016-12-22 | Updated: 2017-10-26
DroidGen: Constraint-based and Data-Driven Policy Generation for Android
Authors: Mohamed Nassim Seghir, David Aspinall | Published: 2016-12-22