Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks
Authors: Majd Latah, Levent Toker | Published: 2018-03-18 | Updated: 2018-08-19
Machine Learning Method
Adversarial Logit Pairing
Authors: Harini Kannan, Alexey Kurakin, Ian Goodfellow | Published: 2018-03-16
Chiron: Privacy-preserving Machine Learning as a Service
Authors: Tyler Hunt, Congzheng Song, Reza Shokri, Vitaly Shmatikov, Emmett Witchel | Published: 2018-03-15
Machine learning-assisted virtual patching of web applications
Authors: Gustavo Betarte, Eduardo Giménez, Rodrigo Martínez, Álvaro Pardo | Published: 2018-03-14
Asynchronous Byzantine Machine Learning (the case of SGD)
Authors: Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki | Published: 2018-02-22 | Updated: 2018-07-09
The Hidden Vulnerability of Distributed Learning in Byzantium
Authors: El Mahdi El Mhamdi, Rachid Guerraoui, Sébastien Rouault | Published: 2018-02-22 | Updated: 2018-07-17
Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression
Authors: Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Siwei Li, Li Chen, Michael E. Kounavis, Duen Horng Chau | Published: 2018-02-19
Actions Speak Louder Than Goals: Valuing Player Actions in Soccer
Authors: Tom Decroos, Lotte Bransen, Jan Van Haaren, Jesse Davis | Published: 2018-02-18 | Updated: 2019-07-10
Generative Models for Spear Phishing Posts on Social Media
Authors: John Seymour, Philip Tully | Published: 2018-02-14
Distributed One-class Learning
Authors: Ali Shahin Shamsabadi, Hamed Haddadi, Andrea Cavallaro | Published: 2018-02-10