Revisiting Static Feature-Based Android Malware Detection
Authors: Md Tanvirul Alam, Dipkamal Bhusal, Nidhi Rastogi | Published: 2024-09-11
Poisoning
2DSig-Detect: a semi-supervised framework for anomaly detection on image data using 2D-signatures
Authors: Xinheng Xie, Kureha Yamaguchi, Margaux Leblanc, Simon Malzard, Varun Chhabra, Victoria Nockles, Yue Wu | Published: 2024-09-08 | Updated: 2025-03-20
Enhancing Quantum Security over Federated Learning via Post-Quantum Cryptography
Authors: Pingzhi Li, Tianlong Chen, Junyu Liu | Published: 2024-09-06
The Dark Side of Human Feedback: Poisoning Large Language Models via User Inputs
Authors: Bocheng Chen, Hanqing Guo, Guangjing Wang, Yuanda Wang, Qiben Yan | Published: 2024-09-01
Comprehensive Botnet Detection by Mitigating Adversarial Attacks, Navigating the Subtleties of Perturbation Distances and Fortifying Predictions with Conformal Layers
Authors: Rahul Yumlembam, Biju Issac, Seibu Mary Jacob, Longzhi Yang | Published: 2024-09-01
Analyzing Inference Privacy Risks Through Gradients in Machine Learning
Authors: Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Bradley Malin, Ye Wang | Published: 2024-08-29
Large Language Models are Good Attackers: Efficient and Stealthy Textual Backdoor Attacks
Authors: Ziqiang Li, Yueqi Zeng, Pengfei Xia, Lei Liu, Zhangjie Fu, Bin Li | Published: 2024-08-21
Robust Image Classification: Defensive Strategies against FGSM and PGD Adversarial Attacks
Authors: Hetvi Waghela, Jaydip Sen, Sneha Rakshit | Published: 2024-08-20
Transferring Backdoors between Large Language Models by Knowledge Distillation
Authors: Pengzhou Cheng, Zongru Wu, Tianjie Ju, Wei Du, Zhuosheng Zhang Gongshen Liu | Published: 2024-08-19
Regularization for Adversarial Robust Learning
Authors: Jie Wang, Rui Gao, Yao Xie | Published: 2024-08-19 | Updated: 2024-08-22