Conference on Uncertainty in Artificial Intelligence (UAI) How Learning Dynamics Drive Adversarially Robust Generalization?
Annual Meeting of the Association for Computational Linguistics (ACL) Jailbreaking Attacks vs. Content Safety Filters: How Far Are We in the LLM Safety Arms Race?
Transactions on Machine Learning Research Diffusion-based Cumulative Adversarial Purification for Vision Language Models
ACM Cyber-Physical System Security Workshop (CPSS) FEVA-ICS: Benchmarking Adversarial Robustness of Machine Learning-based Intrusion Detection Systems in Industrial Control Systems
IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) Efficient Semi-Supervised Adversarial Training via Latent Clustering-Based Data Reduction