| 2026 | ECMS | Wearable-Sensor-Based Detection Of Freezing Of Gait In Parkinson's Disease Using Machine Learning Techniques. | Ayse Kosal Bulbul, Muhammad Irfan, Maria K. Jaakkola, Riku Kln, Abdulhamit Subasi |
| 2025 | AsiaCCS | Preventing Radio Fingerprinting through Low-Power Jamming. | Muhammad Irfan, Savio Sciancalepore, Gabriele Oligeri |
| 2025 | EDUCON | EngageSense: A Hybrid Approach for Real Time Engagement Detection for Virtual Classrooms. | Muhammad Irfan, Preeti Patel, Bilal Hassan |
| 2025 | ESORICS | Revisiting the Effectiveness of Jailbreak Detection. | Muhammad Irfan, Nelson Uto |
| 2025 | IJCNN | Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning. | Muhammad Irfan, Anum Nawaz, Riku Kln, Abdulhamit Subasi, Tomi Westerlund, Wei Chen |
| 2025 | IWCMC | Radio Frequency Fingerprinting: Models, Methodologies and Performance. | Muhammad Irfan, Maryam Al-Malki, Savio Sciancalepore, Gabriele Oligeri |
| 2024 | ISNCC | Real-Time Emotion Recognition for Companion Robots Using Deep Learning and Edge Computing. | Yahia Salman, Muhammad Irfan, Mohammad Shike, Suk-Jin Lee, Ahmad Salman |
| 2023 | DASC | Edge Based Skin Cancer Decision Support System Using Machine Learning Algorithms. | Anum Nawaz, Muhammad Irfan, Hafza Ayesha Siddiqa, Tomi Westerlund |
| 2023 | ISNCC | Jamming Detection in Power Line Communications Leveraging Deep Learning Techniques. | Muhammad Irfan, Aymen Omri, Javier Hernandez Fernandez, Savio Sciancalepore, Gabriele Oligeri |
| 2018 | AVSS | Anomaly Detection in Crowds Using Multi Sensory Information. | Muhammad Irfan, Laurissa N. Tokarchuk, Lucio Marcenaro, Carlo S. Regazzoni |
| 2017 | Mobisys | Demo: Detecting Group Formations using iBeacon Technology. | Kleomenis Katevas, Laurissa N. Tokarchuk, Hamed Haddadi, Richard G. Clegg, Muhammad Irfan |
| 2016 | FIT | MPC and H-Infinity Based Feedback Control of Non-Linear Robotic Manipulator. | Muhammad Imran Ullah, Syed Ali Ajwad, Muhammad Irfan, Jamshed Iqbal |
| 2010 | FIT | A novel grid middleware architecture. | Muhammad Asad Khan, Tamleek Ali, Muhammad Irfan, Khurram Ali Shah, Farhan Ali |