Detecting Adversarial Samples from Artifacts
Authors: Reuben Feinman, Ryan R. Curtin, Saurabh Shintre, Andrew B. Gardner | Published: 2017-03-01 | Updated: 2017-11-15
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Preserving Differential Privacy Between Features in Distributed Estimation
Authors: Christina Heinze-Deml, Brian McWilliams, Nicolai Meinshausen | Published: 2017-03-01 | Updated: 2017-06-27
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys
Authors: Joshua Saxe, Konstantin Berlin | Published: 2017-02-27
Bayes, not Naïve: Security Bounds on Website Fingerprinting Defenses
Authors: Giovanni Cherubin | Published: 2017-02-24 | Updated: 2017-08-23
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
Authors: Briland Hitaj, Giuseppe Ateniese, Fernando Perez-Cruz | Published: 2017-02-24 | Updated: 2017-09-14
Steganalysis of 3D Objects Using Statistics of Local Feature Sets
Authors: Zhenyu Li, Adrian G. Bors | Published: 2017-02-23
Adversarial examples for generative models
Authors: Jernej Kos, Ian Fischer, Dawn Song | Published: 2017-02-22
On the (Statistical) Detection of Adversarial Examples
Authors: Kathrin Grosse, Praveen Manoharan, Nicolas Papernot, Michael Backes, Patrick McDaniel | Published: 2017-02-21 | Updated: 2017-10-17
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN
Authors: Weiwei Hu, Ying Tan | Published: 2017-02-20
On Detecting Adversarial Perturbations
Authors: Jan Hendrik Metzen, Tim Genewein, Volker Fischer, Bastian Bischoff | Published: 2017-02-14 | Updated: 2017-02-21