FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. - Jingwei Sun 002; Ang Li 005; Louis DiValentin; Amin Hassanzadeh; Yiran Chen 001; Hai Li 001 (NeurIPS, 2021)

FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. - Minxue Tang; Jianyi Zhang; Mingyuan Ma; Louis DiValentin; Aolin Ding; Amin Hassanzadeh; Hai Helen Li; Yiran Chen 001 (CoRR, 2022)

Build a Computationally Efficient Strong Defense Against Adversarial Example Attacks. - Changwei Liu; Louis DiValentin; Aolin Ding; Malek Ben Salem (ICISSP, 2024)

Graph-Based Profiling of Dependency Vulnerability Remediation. - Fernando Vera Buschmann; Palina Pauliuchenka; Ethan Oh; Bai Chien Kao; Louis DiValentin; David A. Bader (SciSec, 2024)

ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. - Minxue Tang; Anna Dai; Louis DiValentin; Aolin Ding; Amin Hass; Neil Zhenqiang Gong; Yiran Chen 001; Hai (Helen) Li (USENIX Security Symposium, 2024)

Profile of Vulnerability Remediations in Dependencies Using Graph Analysis. - Fernando Vera; Palina Pauliuchenka; Ethan Oh; Bai Chien Kao; Louis DiValentin; David A. Bader (CoRR, 2024)

FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning. - Minxue Tang; Yitu Wang; Jingyang Zhang; Louis DiValentin; Aolin Ding; Amin Hass; Yiran Chen 001; Hai (Helen) Li (CoRR, 2024)

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. - Martin Kuo; Jingyang Zhang; Jianyi Zhang; Minxue Tang; Louis DiValentin; Aolin Ding; Jingwei Sun 002; William Chen; Amin Hass; Tianlong Chen 001; Yiran Chen 001; Hai Li 001 (ICLR, 2025)

H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking. - Martin Kuo; Jianyi Zhang; Aolin Ding; Qinsi Wang; Louis DiValentin; Yujia Bao; Wei Wei 019; Hai Li 001; Yiran Chen 001 (CoRR, 2025)

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues. - Martin Kuo; Jianyi Zhang; Aolin Ding; Louis DiValentin; Amin Hass; Benjamin F. Morris III; Isaac Jacobson; Randolph Linderman; James Kiessling; Nicolas Ramos; Bhavna Gopal; Maziyar Baran Pouyan; et al. (CoRR, 2025)