Evaluating Predictive Models in Cybersecurity: A Comparative Analysis of Machine and Deep Learning Techniques for Threat Detection. - Momen Hesham; Mohamed Essam; Mohamed Bahaa; Ahmed Mohamed; Mohamed Gomaa; Mena Hany; Wael Elsersy (CoRR, 2024)

Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning. - Youssef Maklad; Fares Wael; Wael Elsersy; Ali Hamdi (CoRR, 2025)

An Agentic Flow for Finite State Machine Extraction using Prompt Chaining. - Fares Wael; Youssef Maklad; Ali Hamdi; Wael Elsersy (CoRR, 2025)

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing. - Youssef Maklad; Fares Wael; Ali Hamdi; Wael Elsersy; Khaled B. Shaban (CoRR, 2025)