Shafique, Muhammad

7 publications

ICML 2025 EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities Talor Abramovich, Meet Udeshi, Minghao Shao, Kilian Lieret, Haoran Xi, Kimberly Milner, Sofija Jancheska, John Yang, Carlos E Jimenez, Farshad Khorrami, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Muhammad Shafique, Karthik R Narasimhan, Ramesh Karri, Ofir Press

ICCV 2025 ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches Nandish Chattopadhyay, Amira Guesmi, Muhammad Abdullah Hanif, Bassem Ouni, Muhammad Shafique

CVPR 2024 DAP: A Dynamic Adversarial Patch for Evading Person Detectors Amira Guesmi, Ruitian Ding, Muhammad Abdullah Hanif, Ihsen Alouani, Muhammad Shafique

NeurIPSW 2024 Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML Siddhant Dutta, Pavana P Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Ben Yahia, Muhammad Shafique, David E. Bernal Neira

NeurIPS 2024 NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security Minghao Shao, Sofija Jancheska, Meet Udeshi, Brendan Dolan-Gavitt, Haoran Xi, Kimberly Milner, Boyuan Chen, Max Yin, Siddharth Garg, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique

MLJ 2024 UnbiasedNets: A Dataset Diversification Framework for Robustness Bias Alleviation in Neural Networks Mahum Naseer, Bharath Srinivas Prabakaran, Osman Hasan, Muhammad Shafique

ICCVW 2021 Efficient Uncertainty Estimation in Semantic Segmentation via Distillation Christopher J. Holder, Muhammad Shafique