GANG-MAM: GAN based enGine for Modifying Android Malware
Authors: Renjith G, Sonia Laudanna, Aji S, Corrado Aaron Visaggio, Vinod P | Published: 2021-09-27
Adversarial attack
Adversarial Transfer Attacks With Unknown Data and Class Overlap
Authors: Luke E. Richards, André Nguyen, Ryan Capps, Steven Forsythe, Cynthia Matuszek, Edward Raff | Published: 2021-09-23 | Updated: 2021-09-24
Attacks on Visualization-Based Malware Detection: Balancing Effectiveness and Executability
Authors: Hadjer Benkraouda, Jingyu Qian, Hung Quoc Tran, Berkay Kaplan | Published: 2021-09-21
Towards Resilient Artificial Intelligence: Survey and Research Issues
Authors: Oliver Eigner, Sebastian Eresheim, Peter Kieseberg, Lukas Daniel Klausner, Martin Pirker, Torsten Priebe, Simon Tjoa, Fiammetta Marulli, Francesco Mercaldo | Published: 2021-09-18
EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes
Authors: Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Husnain Rafiq | Published: 2021-09-14 | Updated: 2022-08-06
Dodging Attack Using Carefully Crafted Natural Makeup
Authors: Nitzan Guetta, Asaf Shabtai, Inderjeet Singh, Satoru Momiyama, Yuval Elovici | Published: 2021-09-14
Can You Hear It? Backdoor Attacks via Ultrasonic Triggers
Authors: Stefanos Koffas, Jing Xu, Mauro Conti, Stjepan Picek | Published: 2021-07-30 | Updated: 2022-03-06
When and How to Fool Explainable Models (and Humans) with Adversarial Examples
Authors: Jon Vadillo, Roberto Santana, Jose A. Lozano | Published: 2021-07-05 | Updated: 2023-07-07
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks
Authors: Qin Ding, Cho-Jui Hsieh, James Sharpnack | Published: 2021-06-05 | Updated: 2023-01-30
Evaluating Resilience of Encrypted Traffic Classification Against Adversarial Evasion Attacks
Authors: Ramy Maarouf, Danish Sattar, Ashraf Matrawy | Published: 2021-05-30