Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks
Authors: Nicolas Papernot, Patrick McDaniel, Xi Wu, Somesh Jha, Ananthram Swami | Published: 2015-11-14 | Updated: 2016-03-14
$k$-means: Fighting against Degeneracy in Sequential Monte Carlo with an Application to Tracking
Authors: Kai Fan, Katherine Heller | Published: 2015-11-13
Learning with a Strong Adversary
Authors: Ruitong Huang, Bing Xu, Dale Schuurmans, Csaba Szepesvari | Published: 2015-11-10 | Updated: 2016-01-16
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding
Authors: Alex Kendall, Vijay Badrinarayanan, Roberto Cipolla | Published: 2015-11-09 | Updated: 2016-10-10
Sensor-based Proximity Detection in the Face of Active Adversaries
Authors: Babins Shrestha, Nitesh Saxena, Hien Thi Thu Truong, N. Asokan | Published: 2015-11-03 | Updated: 2021-04-05
Reviewer Integration and Performance Measurement for Malware Detection
Authors: Brad Miller, Alex Kantchelian, Michael Carl Tschantz, Sadia Afroz, Rekha Bachwani, Riyaz Faizullabhoy, Ling Huang, Vaishaal Shankar, Tony Wu, George Yiu, Anthony D. Joseph, J. D. Tygar | Published: 2015-10-26 | Updated: 2016-05-27
Exact Inference Techniques for the Analysis of Bayesian Attack Graphs
Authors: Luis Muñoz-González, Daniele Sgandurra, Martín Barrère, Emil Lupu | Published: 2015-10-08 | Updated: 2016-11-04
Supporting Regularized Logistic Regression Privately and Efficiently
Authors: Wenfa Li, Hongzhe Liu, Peng Yang, Wei Xie | Published: 2015-10-01
Fast Sequence Component Analysis for Attack Detection in Synchrophasor Networks
Authors: Jordan Landford, Rich Meier, Richard Barella, Xinghui Zhao, Eduardo Cotilla-Sanchez, Robert B. Bass, Scott Wallace | Published: 2015-09-17
Fame for sale: efficient detection of fake Twitter followers
Authors: Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi | Published: 2015-09-14 | Updated: 2015-11-10