Stronger Data Poisoning Attacks Break Data Sanitization Defenses
Authors: Pang Wei Koh, Jacob Steinhardt, Percy Liang | Published: 2018-11-02 | Updated: 2021-12-03
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Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset
Authors: Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Benjamin Turnbull | Published: 2018-11-02
Exposing Deep Fakes Using Inconsistent Head Poses
Authors: Xin Yang, Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2018-11-13
Exposing DeepFake Videos By Detecting Face Warping Artifacts
Authors: Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2019-05-22
Defining a Metric Space of Host Logs and Operational Use Cases
Authors: Miki E. Verma, Robert A. Bridges | Published: 2018-11-01
Auditing Data Provenance in Text-Generation Models
Authors: Congzheng Song, Vitaly Shmatikov | Published: 2018-11-01 | Updated: 2019-05-17
Excessive Invariance Causes Adversarial Vulnerability
Authors: Jörn-Henrik Jacobsen, Jens Behrmann, Richard Zemel, Matthias Bethge | Published: 2018-11-01 | Updated: 2020-07-12
Conditionals in Homomorphic Encryption and Machine Learning Applications
Authors: Diego Chialva, Ann Dooms | Published: 2018-10-29 | Updated: 2019-05-09
Logit Pairing Methods Can Fool Gradient-Based Attacks
Authors: Marius Mosbach, Maksym Andriushchenko, Thomas Trost, Matthias Hein, Dietrich Klakow | Published: 2018-10-29 | Updated: 2019-03-12
Rademacher Complexity for Adversarially Robust Generalization
Authors: Dong Yin, Kannan Ramchandran, Peter Bartlett | Published: 2018-10-29 | Updated: 2020-07-29