PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks
Authors: Deqiang Li, Shicheng Cui, Yun Li, Jia Xu, Fu Xiao, Shouhuai Xu | Published: 2023-02-22 | Updated: 2023-04-06
DNN IP Protection Method
MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
Authors: Sihui Dai, Saeed Mahloujifar, Chong Xiang, Vikash Sehwag, Pin-Yu Chen, Prateek Mittal | Published: 2023-02-21 | Updated: 2023-07-20
Temporal Robustness against Data Poisoning
Authors: Wenxiao Wang, Soheil Feizi | Published: 2023-02-07 | Updated: 2023-12-06
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification
Authors: Gorka Abad, Jing Xu, Stefanos Koffas, Behrad Tajalli, Stjepan Picek, Mauro Conti | Published: 2023-02-03 | Updated: 2023-04-21
Defensive ML: Defending Architectural Side-channels with Adversarial Obfuscation
Authors: Hyoungwook Nam, Raghavendra Pradyumna Pothukuchi, Bo Li, Nam Sung Kim, Josep Torrellas | Published: 2023-02-03 | Updated: 2023-10-14
Deep Learning model integrity checking mechanism using watermarking technique
Authors: Shahinul Hoque, Farhin Farhad Riya, Yingyuan Yang, Jinyuan Sun | Published: 2023-01-29 | Updated: 2025-03-21
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics
Authors: Onat Gungor, Tajana Rosing, Baris Aksanli | Published: 2023-01-23
Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning
Authors: Tanveer Khan, Khoa Nguyen, Antonis Michalas | Published: 2023-01-20
On the Vulnerability of Backdoor Defenses for Federated Learning
Authors: Pei Fang, Jinghui Chen | Published: 2023-01-19
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning
Authors: Maxwell Standen, Junae Kim, Claudia Szabo | Published: 2023-01-11