Hameed, Muhammad Zaid

4 publications

NeurIPSW 2024 Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs Giulio Zizzo, Giandomenico Cornacchia, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Beat Buesser, Mark Purcell, Pin-Yu Chen, Prasanna Sattigeri, Kush R. Varshney

NeurIPSW 2024 Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney

NeurIPSW 2022 Boundary Adversarial Examples Against Adversarial Overfitting Muhammad Zaid Hameed, Beat Buesser

ICMLW 2021 Less Is More: Feature Selection for Adversarial Robustness with Compressive Counter-Adversarial Attacks Emre Ozfatura, Muhammad Zaid Hameed, Kerem Ozfatura, Deniz Gunduz