Adversarial Defense based on Structure-to-Signal Autoencoders
Authors: Joachim Folz, Sebastian Palacio, Joern Hees, Damian Borth, Andreas Dengel | Published: 2018-03-21
文献データベース
Resilient Monotone Sequential Maximization
Authors: Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas | Published: 2018-03-21 | Updated: 2020-12-16
Technical Report: When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
Authors: Octavian Suciu, Radu Mărginean, Yiğitcan Kaya, Hal Daumé III, Tudor Dumitraş | Published: 2018-03-19 | Updated: 2019-03-08
Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks
Authors: Majd Latah, Levent Toker | Published: 2018-03-18 | Updated: 2018-08-19
Adversarial Logit Pairing
Authors: Harini Kannan, Alexey Kurakin, Ian Goodfellow | Published: 2018-03-16
Vulnerability of Deep Learning
Authors: Richard Kenway | 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
Securing the Internet of Things in the Age of Machine Learning and Software-defined Networking
Authors: Francesco Restuccia, Salvatore D'Oro, Tommaso Melodia | Published: 2018-03-13 | Updated: 2018-06-11
Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection
Authors: Andy Brown, Aaron Tuor, Brian Hutchinson, Nicole Nichols | Published: 2018-03-13