| 2025 | FPGA | High Throughput Low Latency Network Intrusion Detection on FPGAs: A Raw Packet Approach. | Muhammad Ali Farooq, Abid Rafique, Suhaib A. Fahmy, Aman Arora |
| 2025 | IJCNN | Enhancing Synthetic Image Realism with Controlled Diffusion Models. | Iqra Nosheen, Muhammad Ali Farooq, Peter Corcoran, Cathy Ennis, Michael G. Madden |
| 2024 | ACCV | A Comparative Study on Diffusion Sampling Methods Across Diverse Medical Imaging Modalities. | Muhammad Ali Farooq, Ayman Abaid, Ihsan Ullah, Peter Corcoran |
| 2024 | ICISSP | High Throughput Neural Network for Network Intrusion Detection on FPGAs: An Algorithm-Architecture Interaction. | Muhammad Ali Farooq, Syed Muhammad Fasih Ul Hassan, Muhammad Umer Farooq, Abid Rafique |
| 2022 | ICMV | Development, optimization, and deployment of thermal forward vision systems for advance vehicular applications on edge devices. | Muhammad Ali Farooq, Waseem Shariff, Faisal Khan, Peter Corcoran |
| 2022 | ICMV | Event-based YOLO object detection: proof of concept for forward perception system. | Waseem Shariff, Muhammad Ali Farooq, Joe Lemley, Peter Corcoran |
| 2020 | QoMEX | Generating Thermal Image Data Samples using 3D Facial Modelling Techniques and Deep Learning Methodologies. | Muhammad Ali Farooq, Peter Corcoran |
| 2017 | FIT | Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition. | Moazam Soomro, Muhammad Ali Farooq, Rana Hammad Raza |
| 2016 | BIBE | Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers. | Muhammad Ali Farooq, Muhammad Aatif Mobeen Azhar, Rana Hammad Raza |