Model Agnostic Defence against Backdoor Attacks in Machine Learning
Authors: Sakshi Udeshi, Shanshan Peng, Gerald Woo, Lionell Loh, Louth Rawshan, Sudipta Chattopadhyay | Published: 2019-08-06 | Updated: 2022-03-31
A principled approach for generating adversarial images under non-smooth dissimilarity metrics
Authors: Aram-Alexandre Pooladian, Chris Finlay, Tim Hoheisel, Adam Oberman | Published: 2019-08-05 | Updated: 2019-10-08
A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models
Authors: Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang | Published: 2019-08-04 | Updated: 2019-12-17
A systematic review of fuzzing based on machine learning techniques
Authors: Yan Wang, Peng Jia, Luping Liu, Jiayong Liu | Published: 2019-08-04
On the Veracity of Cyber Intrusion Alerts Synthesized by Generative Adversarial Networks
Authors: Christopher Sweet, Stephen Moskal, Shanchieh Jay Yang | Published: 2019-08-03
Exploring the Robustness of NMT Systems to Nonsensical Inputs
Authors: Akshay Chaturvedi, Abijith KP, Utpal Garain | Published: 2019-08-03 | Updated: 2020-02-28
Continuous-Variable Quantum Key Distribution with a Real Local Oscillator and without Auxiliary Signals
Authors: Sebastian Kleis, Max Rueckmann, Christian G. Schaeffer | Published: 2019-08-02
Road Context-aware Intrusion Detection System for Autonomous Cars
Authors: Jingxuan Jiang, Chundong Wang, Sudipta Chattopadhyay, Wei Zhang | Published: 2019-08-02
Black-box Adversarial ML Attack on Modulation Classification
Authors: Muhammad Usama, Junaid Qadir, Ala Al-Fuqaha | Published: 2019-08-01
KiloGrams: Very Large N-Grams for Malware Classification
Authors: Edward Raff, William Fleming, Richard Zak, Hyrum Anderson, Bill Finlayson, Charles Nicholas, Mark McLean | Published: 2019-08-01