Mamdouh Muhammad

2026

• Acharya R., Al Sardy L., Muhammad M., German R.:
  ADVIS-G: An Adversarially Defended Intrusion Detection System for Smart Grids Using Deep Learning
  In: Künstliche Intelligenz (2026)
  ISSN: 0933-1875
  DOI: 10.1007/s13218-026-00905-3
  BibTeX: Download
• Muhammad M.:
  Recurrent Biases and Fallacies in Dataset-Driven Intrusion Detection Research
  2025 Cyber Awareness and Research Symposium, CARS 2025 (Grand Forks, ND, 2025-10-27 - 2025-10-30)
  In: 2025 Cyber Awareness and Research Symposium, CARS 2025 2026
  DOI: 10.1109/CARS67163.2025.11337551
  BibTeX: Download

2025

• Muhammad M., Arumugam S., Sardy LA.:
  AI-Based Anomaly Detection for Enhanced Cybersecurity in IoT Networks
  9th Cyber Security in Networking Conference, CSNet 2025 (Abu Dhabi, ARE, 2025-10-20 - 2025-10-22)
  In: 2025 9th Cyber Security in Networking Conference: GenAI and Cybersecurity, CSNet 2025 2025
  DOI: 10.1109/CSNet67572.2025.11288241
  BibTeX: Download
• Muhammad M., Shaaban AM., German R., Al Sardy L.:
  HyLLM-IDS: A Conceptual Hybrid LLM-Assisted Intrusion Detection Framework for Cyber-Physical Systems
  Co-Design of Communication, Computing and Control in Cyber-Physical Systems, CoC3CPS 2025, 20th Workshop on Dependable Smart Embedded and Cyber-Physical Systems and Systems-of-Systems, DECSoS 2025, 12th International Workshop on Next Generation of System Assurance Approaches for Critical Systems, SASSUR 2025, 4th International Workshop on Safety and Security Interaction, SENSEI 2025, 2nd International Workshop on Safety/Reliability/Trustworthiness of Intelligent Transportation Systems, SRToITS 2025 and 8th International Workshop on Artificial Intelligence Safety Engineering, WAISE 2025 held in conjunction with the 44th International Conference on Computer Safety, Reliability, and Security, SAFECOMP 2025 (Stockholm, SWE, 2025-09-09 - 2025-09-09)
  In: Martin Törngren, Barbara Gallina, Erwin Schoitsch, Elena Troubitsyna, Friedemann Bitsch (ed.): Lecture Notes in Computer Science 2025
  DOI: 10.1007/978-3-032-02018-5_10
  BibTeX: Download

2024

• Alshraa A., Muhammad M., German R.:
  Cybersecurity strategies for smart grids: Leveraging agile IoT and IIoT integration
  IGI Global, 2024
  ISBN: 9798369334522
  DOI: 10.4018/979-8-3693-3451-5.ch013
  BibTeX: Download
• Muhammad M., Alshraa A., German R.:
  Survey of Cybersecurity in Smart Grids Protocols and Datasets
  19th International Conference on Future Networks and Communications, FNC 2024 / 21st International Conference on Mobile Systems and Pervasive Computing, MobiSPC 2024 / 14th International Conference on Sustainable Energy Information Technology, SEIT 2024 (Huntington, WV, 2024-08-05 - 2024-08-07)
  In: Elhadi E. Shakshuki (ed.): Procedia Computer Science 2024
  DOI: 10.1016/j.procs.2024.08.049
  BibTeX: Download

2023

• Muhammad M., Alshraa A., German R.:
  An IDS for DDoS Attacks in SDN using VGG-Based CNN Architecture
  The 31st International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2023) (Split, Croatia, 2023-09-21 - 2023-09-23)
  DOI: 10.23919/SoftCOM58365.2023.10271630
  URL: https://ieeexplore.ieee.org/document/10271630
  BibTeX: Download