| 2025 | HPCA | Efficient Memory Side-Channel Protection for Embedding Generation in Machine Learning. | Muhammad Umar, Akhilesh Parag Marathe, Monami Dutta Gupta, Shubham Jogprakash Ghosh, G. Edward Suh, Wenjie Xiong |
| 2025 | ISCA | Hermes: Algorithm-System Co-design for Efficient Retrieval-Augmented Generation At-Scale. | Michael Shen, Muhammad Umar, Kiwan Maeng, G. Edward Suh, Udit Gupta |
| 2022 | DAC | GuardNN: secure accelerator architecture for privacy-preserving deep learning. | Weizhe Hua, Muhammad Umar, Zhiru Zhang, G. Edward Suh |
| 2022 | ISCA | MGX: near-zero overhead memory protection for data-intensive accelerators. | Weizhe Hua, Muhammad Umar, Zhiru Zhang, G. Edward Suh |
| 2022 | ISCA | SoftVN: efficient memory protection via software-provided version numbers. | Muhammad Umar, Weizhe Hua, Zhiru Zhang, G. Edward Suh |
| 2021 | ICCSA | DevOps Job Roles: A Multivocal Literature Review. | Muhammad Umar, Ricardo Colomo-Palacios |
| 2008 | AICCSA | Implementation of a 1oo2-RISC-architecture on FPGA for safety systems. | Josef Brcsk, Ali Hayek, Muhammad Umar |