Publications

In Proceedings of the 2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM ’23), Split, Croatia

“An IDS for DDoS Attacks in SDN using VGG-Based CNN Architecture”

Muhammad, Mamdouh, Alshra‘a, Abdullah S., German, Reinhard
The 14th International Conference on Sustainable Energy Information Technology August 5-7, 2024, Marshall University, Huntington, WV, USA

Survey of Cybersecurity in Smart Grids Protocols and Datasets

Mamdouh Muhammad, Abdullah S. Alshra‘a, Reinhard German
Smart and Agile Cybersecurity for IoT and IIoT Environments (IGI Global), 2024

Cybersecurity Strategies for Smart Grids: Leveraging Agile IoT and IIoT Integration

Abdullah S. Alshra‘a, Mamdouh Muhammad, Reinhard German
International Conference on Computer Safety, Reliability, and Security (SAFECOMP 2025), Stockholm, Sweden

HyLLM-IDS: A Conceptual Hybrid LLM-Assisted Intrusion Detection Framework for Cyber-Physical Systems

Mamdouh Muhammad, Abdelkader Magdy Shaaban, Reinhard German, Loui Al Sardy
2025 IFIP Networking Conference (IFIP Networking 2025), Limassol, Cyprus, May 26-29, 2025

AI-driven Anomaly Detection with ICS Protocols in Smart Grids

Mamdouh Muhammad, Kanwardeep Singh, Reinhard German
2025 9th Cyber Security in Networking Conference (CSNet 2025)

AI-Based Anomaly Detection for Enhanced Cybersecurity in IoT Networks

Mamdouh Muhammad, Sushmetha Arumugam, Loui Al Sardy