A machine learning approach to anomaly-based detection on Android platforms
Authors: Joshua Abah, Waziri O. V, Abdullahi M. B, Arthur U. M, Adewale O. S | Published: 2015-12-13
Where You Are Is Who You Are: User Identification by Matching Statistics
Authors: Farid M. Naini, Jayakrishnan Unnikrishnan, Patrick Thiran, Martin Vetterli | Published: 2015-12-09
Explaining reviews and ratings with PACO: Poisson Additive Co-Clustering
Authors: Chao-Yuan Wu, Alex Beutel, Amr Ahmed, Alexander J. Smola | Published: 2015-12-06
The Limitations of Deep Learning in Adversarial Settings
Authors: Nicolas Papernot, Patrick McDaniel, Somesh Jha, Matt Fredrikson, Z. Berkay Celik, Ananthram Swami | Published: 2015-11-24
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