The Efficacy of Transformer-based Adversarial Attacks in Security Domains. - Kunyang Li 001; Kyle Domico; Jean-Charles Noirot Ferrand; Patrick D. McDaniel (MILCOM, 2023)

Targeting Alignment: Extracting Safety Classifiers of Aligned LLMs. - Jean-Charles Noirot Ferrand; Yohan Beugin; Eric Pauley; Ryan Sheatsley; Patrick D. McDaniel (CoRR, 2025)

Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning. - Kyle Domico; Jean-Charles Noirot Ferrand; Ryan Sheatsley; Eric Pauley; Josiah Hanna; Patrick D. McDaniel (CoRR, 2025)

On the Robustness Tradeoff in Fine-Tuning. - Kunyang Li 001; Jean-Charles Noirot Ferrand; Ryan Sheatsley; Blaine Hoak; Yohan Beugin; Eric Pauley; Patrick D. McDaniel (CoRR, 2025)