MagNet: a Two-Pronged Defense against Adversarial Examples
Authors: Dongyu Meng, Hao Chen | Published: 2017-05-25 | Updated: 2017-09-11
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Detecting Malignant TLS Servers Using Machine Learning Techniques
Authors: Sankalp Bagaria, R. Balaji, B. S. Bindhumadhava | Published: 2017-05-25
Anti-spoofing Methods for Automatic SpeakerVerification System
Authors: Galina Lavrentyeva, Sergey Novoselov, Konstantin Simonchik | Published: 2017-05-24
Audio-replay attack detection countermeasures
Authors: Galina Lavrentyeva, Sergey Novoselov, Egor Malykh, Alexander Kozlov, Oleg Kudashev, Vadim Shchemelinin | Published: 2017-05-24
Bayesian Compression for Deep Learning
Authors: Christos Louizos, Karen Ullrich, Max Welling | Published: 2017-05-24 | Updated: 2017-11-06
LRSE: A Lightweight Efficient Searchable Encryption Scheme using Local and Global Representations
Authors: Ruihui Zhao, Yuanliang Sun, Mizuho Iwaihara | Published: 2017-05-24
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation
Authors: Matthias Hein, Maksym Andriushchenko | Published: 2017-05-23 | Updated: 2017-11-05
Personalized and Private Peer-to-Peer Machine Learning
Authors: Aurélien Bellet, Rachid Guerraoui, Mahsa Taziki, Marc Tommasi | Published: 2017-05-23 | Updated: 2018-02-19
Exponential error rates of SDP for block models: Beyond Grothendieck’s inequality
Authors: Yingjie Fei, Yudong Chen | Published: 2017-05-23
Detecting Adversarial Image Examples in Deep Networks with Adaptive Noise Reduction
Authors: Bin Liang, Hongcheng Li, Miaoqiang Su, Xirong Li, Wenchang Shi, Xiaofeng Wang | Published: 2017-05-23 | Updated: 2019-01-09