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cs.CR2026
Toward Autonomous SOC Operations: End-to-End LLM Framework for Threat Detection, Query Generation, and Resolution in Security Operations
Md Hasan Saju, Akramul Azim
Security Operations Centers (SOCs) face mounting operational challenges. These challenges come from increasing threat volumes, heterogeneous SIEM platforms, and time-consuming manu…
cs.CR2025
SynRAG: A Large Language Model Framework for Executable Query Generation in Heterogeneous SIEM System
Md Hasan Saju, Austin Page, Akramul Azim +3
Security Information and Event Management (SIEM) systems are essential for large enterprises to monitor their IT infrastructure by ingesting and analyzing millions of logs and even…