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)

Can Hierarchical Transformers Learn Facial Geometry? - Paul Young; Nima Ebadi; Arun Das 001; Mazal Bethany; Kevin Desai; Peyman Najafirad (Sensors, 2023)

Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually. - Mazal Bethany; Brandon Wherry; Nishant Vishwamitra; Peyman Najafirad (AAAI, 2024)

Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text. - Mazal Bethany; Brandon Wherry; Emet Bethany; Nishant Vishwamitra; Anthony Rios; Peyman Najafirad (USENIX Security Symposium, 2024)

Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text. - Mazal Bethany; Brandon Wherry; Emet Bethany; Nishant Vishwamitra; Peyman Najafirad (CoRR, 2024)

Large Language Model Lateral Spear Phishing: A Comparative Study in Large-Scale Organizational Settings. - Mazal Bethany; Athanasios Galiopoulos; Emet Bethany; Mohammad Bahrami Karkevandi; Nishant Vishwamitra; Peyman Najafirad (CoRR, 2024)

Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis. - Nafis Tanveer Islam; Mazal Bethany; Dylan Manuel; Murtuza Jadliwala; Peyman Najafirad (CoRR, 2024)

Enhancing Event Reasoning in Large Language Models through Instruction Fine-Tuning with Semantic Causal Graphs. - Mazal Bethany; Emet Bethany; Brandon Wherry; Jason Cho-Yu Chiang; Nishant Vishwamitra; Anthony Rios; Peyman Najafirad (CoRR, 2024)

Jailbreaking Large Language Models with Symbolic Mathematics. - Emet Bethany; Mazal Bethany; Juan Arturo Nolazco Flores; Sumit Kumar Jha 001; Peyman Najafirad (CoRR, 2024)

Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent. - Fatemeh Haji; Mazal Bethany; Maryam Tabar; Jason Cho-Yu Chiang; Anthony Rios; Peyman Najafirad (CoRR, 2024)

Lateral Phishing With Large Language Models: A Large Organization Comparative Study. - Mazal Bethany; Athanasios Galiopoulos; Emet Bethany; Mohammad Bahrami Karkevandi; Nicole Beebe; Nishant Vishwamitra; Peyman Najafirad (IEEE Access, 2025)

CAMOUFLAGE: Exploiting Misinformation Detection Systems Through LLM-driven Adversarial Claim Transformation. - Mazal Bethany; Nishant Vishwamitra; Cho-Yu Jason Chiang; Peyman Najafirad (CoRR, 2025)