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cs.CR2026
Graph neural networks at war: integrating cybersecurity and drone intelligence in the Israeli-Iranian conflict
Sozan Sulaiman Maghdid, Tarik Ahmed Rashid, Shavan Askar
Physical cyber systems have brought about new threats and challenges in detection and immediate response. This study examines how Graph Neural Networks (GNNs) can be used to aid cy…
cs.CR2026
AgentShield: Deception-based Compromise Detection for Tool-using LLM Agents
Yassin H. Rassul, Tarik A. Rashid
Defenses against indirect prompt injection (IPI) in tool-using LLM agents share two structural weaknesses. First, they all attempt to prevent attacks rather than detect the comprom…