| 2025 | FlAIRS | DoS and DDoS Attack Detection in IoT Infrastructure using Xception Model with Explainability. | Nelly Elsayed, Zag ElSayed, Ahmed Abdelgawad |
| 2025 | FlAIRS | CryptoDNA: A Machine Learning Paradigm for DDoS Detection in Healthcare IoT, Inspired by Cryptojacking prevention Models. | Zag ElSayed, Nelly Elsayed, Ahmed Abdelgawad |
| 2025 | ICMLA | MCP-AI: Protocol-Driven Intelligence Framework for Autonomous Reasoning in Healthcare. | Zag ElSayed, Craig A. Erickson, Ernest V. Pedapati |
| 2024 | FlAIRS | CNN Brain Label-Maker: Computer Vision Based ICA Rejection EEG based System Architecture. | Zag ElSayed, Nathan Suer, Grace Westerkamp, Jack Yanchen Liu, Makoto Miyakoshi, Craig A. Erickson, Ernest V. Pedapati |
| 2024 | FlAIRS | TemporalAugmenter: An Ensemble Recurrent Based Deep Learning Approach for Signal Classification. | Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed |
| 2024 | FlAIRS | Adapted Contrastive Predictive Coding Framework for Accessible Smart Home Control System Based on Hand Gestures Recognition. | Nelly Elsayed, Constantinos L. Zekios, Navid Asadizanjani, Zag ElSayed |
| 2024 | ICMLA | Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation. | Zag ElSayed, Makoto Miyakoshi, Nathan Suer, Craig A. Erickson, Grace Westerkamp, Ernest V. Pedapati, Jack Yanchen Liu |
| 2023 | FlAIRS | Machine Learning for Early Mental Health Support and Offenders Correction. | Nelly Elsayed, Zag ElSayed, Murat Ozer |
| 2023 | FlAIRS | A Survey of Unsupervised Learning Algorithms for Zero-Day Attacks in Intrusion Detection Systems. | Sunkanmi Oluwadare, Zag ElSayed |
| 2023 | ICTAI | AI on the Road: A Comprehensive Analysis of Traffic Accidents and Autonomous Accident Detection System in Smart Cities. | Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Victoria Wangia-Anderson, Ahmed Abdelgawad |
| 2022 | ISCAS | LiteLSTM Architecture for Deep Recurrent Neural Networks. | Nelly Elsayed, Zag ElSayed, Anthony S. Maida |