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Cybersecurity

SentinelAI — RAG-Based SOC Assistant with Automated MITRE ATT&CK Mapping

Team Aryan (SentinelAI)

SentinelAI — RAG-Based SOC Assistant with Automated MITRE ATT&CK Mapping

About this project

An intelligent SOC analyst that automates security log analysis for SOC teams and maps detected threats to the MITRE ATT&CK framework. Built with a Retrieval-Augmented Generation pipeline over a dual knowledge base (logs + ATT&CK) and large language models, it generates threat-intelligence reports and remediation recommendations.

Tech stack

RAGMITRE ATT&CKLLMsSOC Automation

Team