Towards Targeted Obfuscation of Adversarial Unsafe Images using Reconstruction and Counterfactual Super Region Attribution Explainability. - Mazal Bethany; Andrew Seong; Samuel Henrique Silva; Nicole Beebe; Nishant Vishwamitra; Peyman Najafirad (USENIX Security Symposium, 2023)

LLM-Powered Code Vulnerability Repair with Reinforcement Learning and Semantic Reward. - Nafis Tanveer Islam; Joseph Khoury; Andrew Seong; Gonzalo De La Torre Parra; Elias Bou-Harb; Peyman Najafirad (CoRR, 2024)

Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs. - Nafis Tanveer Islam; Joseph Khoury; Andrew Seong; Elias Bou-Harb; Peyman Najafirad (CoRR, 2024)