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Mohamed Chahine Ghanem

3 papers indexed

arxivcs.CRcs.AIcs.IRcs.SI2026-07-03

Agentic and Generative AI for Open-Source Intelligence and Cyber Investigations: Taxonomy, Evaluation, Challenges, and Future Directions

Eduardo Almeida Palmieri, Mohamed Chahine Ghanem, Dipo Dunsin, Zubair Baig, Ed de Quincey, Kim-Kwang Raymond Choo

The rapid growth of publicly available digital information has rendered manual open-source intelligence (OSINT) analysis insufficient for modern intelligence, cybersecurity, and cyber investigation. Large language models (LLMs) and agentic AI systems, capable of tool use, multi-s…

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arxivcs.CRcs.AIcs.SE2026-07-03

Builder, Defender, Breaker: The Case Against Removing the Human from the AI-Driven Security Lifecycle

Mohamed Chahine Ghanem

Artificial intelligence has spread across the whole of the security lifecycle. The same family of models now writes application code, hardens it, and probes it for weaknesses, so that a single generative substrate increasingly performs all three roles at once. Enthusiasm for this…

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crossrefMachine Learning and Knowledge Extraction2026-06-16

Edge-Optimized Deep and Transfer Learning for Efficient DDoS Detection in IIoT Networks

Mikiyas Alemayehu, Mohamed Chahine Ghanem, Hamza Kheddar

The increasing convergence of Operational Technology (OT) and Information Technology (IT) within the Industrial Internet of Things (IIoT) brings about remarkable improvements in monitoring and automation. However, it also exposes industrial systems to large-scale Distributed Deni…

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