| 2026 | ACISP | ST-Attention-XAI: Intrinsic Spatio-Temporal Explainability for IoT Intrusion Detection via Attention Analysis. | Nimesha Dilini, Nan Sun, Yuantian Miao, Nour Moustafa |
| 2025 | PST | TFVDFuzzer: Transformer-based Fuzzing Framework for Vulnerability Detection in Modbus Protocol. | Ahmed Reda Aldysty, Nour Moustafa, Erandi Lakshika |
| 2024 | ICDE | A Predictive Profiling and Performance Modeling Approach for Distributed Stream Processing in Edge. | Hasan Geren, Nasrin Sohrabi, Zahir Tari, Nour Moustafa |
| 2024 | PST | PEL: Privacy Embedded Learning in Smart Healthcare Systems. | Mahmuda Akter, Nour Moustafa, Benjamin P. Turnbull |
| 2022 | INFOCOM | Edge Intelligence-based Privacy Protection Framework for IoT-based Smart Healthcare Systems. | Mahmuda Akter, Nour Moustafa, Timothy M. Lynar |
| 2021 | EDOC | Intrusion Detection System for SDN-enabled IoT Networks using Machine Learning Techniques. | Javed Ashraf, Nour Moustafa, Asim D. Bakhshi, Abdullah Javed |
| 2021 | QRS | Hunter in the Dark: Discover Anomalous Network Activity Using Deep Ensemble Network. | Shiyi Yang, Hui Guo, Nour Moustafa |
| 2021 | TrustCom | A Deep Learning-based Penetration Testing Framework for Vulnerability Identification in Internet of Things Environments. | Nickolaos Koroniotis, Nour Moustafa, Benjamin P. Turnbull, Francesco Schiliro, Praveen Gauravaram, Helge Janicke |
| 2020 | DSN | Pelican: A Deep Residual Network for Network Intrusion Detection. | Peilun Wu, Hui Guo, Nour Moustafa |
| 2020 | IJCNN | A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals. | Essam Soliman Debie, Nour Moustafa, Monica T. Whitty |
| 2020 | MOBICOM | Autonomous detection of malicious events using machine learning models in drone networks. | Nour Moustafa, Alireza Jolfaei |
| 2020 | TrustCom | Data Analytics-enabled Intrusion Detection: Evaluations of ToN IoT Linux Datasets. | Nour Moustafa, Mohiuddin Ahmed, Sherif Ahmed |
| 2020 | TrustCom | Federated TON_IoT Windows Datasets for Evaluating AI-based Security Applications. | Nour Moustafa, Marwa Keshk, Essam Soliman Debie, Helge Janicke |
| 2020 | TrustCom | Privacy-Encoding Models for Preserving Utility of Machine Learning Algorithms in Social Media. | Sara Salim, Nour Moustafa, Benjamin P. Turnbull |
| 2020 | TrustCom | Densely Connected Residual Network for Attack Recognition. | Peilun Wu, Nour Moustafa, Shiyi Yang, Hui Guo |