Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Authors: Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell | Published: 2016-12-05 | Updated: 2017-11-04
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N-gram Opcode Analysis for Android Malware Detection
Authors: BooJoong Kang, Suleiman Y. Yerima, Sakir Sezer, Kieran McLaughlin | Published: 2016-12-05
I Spy with My Little Eye: Analysis and Detection of Spying Browser Extensions
Authors: Anupama Aggarwal, Bimal Viswanath, Saravana Kumar, Ayush Shah, Liang Zhang, Ponnurangam Kumaraguru | Published: 2016-12-02 | Updated: 2018-05-03
A Theoretical Framework for Robustness of (Deep) Classifiers against Adversarial Examples
Authors: Beilun Wang, Ji Gao, Yanjun Qi | Published: 2016-12-01 | Updated: 2017-09-27
Combining Deep Reinforcement Learning and Safety Based Control for Autonomous Driving
Authors: Xi Xiong, Jianqiang Wang, Fang Zhang, Keqiang Li | Published: 2016-12-01
Hierarchical Online Intrusion Detection for SCADA Networks
Authors: Hongrui Wang, Tao Lu, Xiaodai Dong, Peixue Li, Michael Xie | Published: 2016-11-28
“Influence Sketching”: Finding Influential Samples In Large-Scale Regressions
Authors: Mike Wojnowicz, Ben Cruz, Xuan Zhao, Brian Wallace, Matt Wolff, Jay Luan, Caleb Crable | Published: 2016-11-17 | Updated: 2017-03-23
AdversariaLib: An Open-source Library for the Security Evaluation of Machine Learning Algorithms Under Attack
Authors: Igino Corona, Battista Biggio, Davide Maiorca | Published: 2016-11-15
Practical Secure Aggregation for Federated Learning on User-Held Data
Authors: Keith Bonawitz, Vladimir Ivanov, Ben Kreuter, Antonio Marcedone, H. Brendan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, Karn Seth | Published: 2016-11-14
Responses to Critiques on Machine Learning of Criminality Perceptions (Addendum of arXiv:1611.04135)
Authors: Xiaolin Wu, Xi Zhang | Published: 2016-11-13 | Updated: 2017-05-26