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soc-analytics

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SriBalaji2112 / Advanced-Techniques-for-Detecting-Anomalies-in-EDR-Logs-for-Cybersecurity-SOC-Analytics

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This project focuses on building an AI-driven anomaly detection framework that uses the Isolation Forest algorithm to identify suspicious events in unstructured system log data.

python machine-learning process-tree log-analysis pyqt5 cybersecurity unsupervised-learning log-monitoring anomaly-detection isolation-forest explainable-ai xai threat-detection security-operations system-logs msticpy pivot-analysis ai-in-cybersecurity edr-logs soc-analytics
  • Updated May 26, 2025
  • Python

Tarun110 / soc-analyst-assistant

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AI-powered SOC Analyst Assistant built with Python, FastAPI, LangChain, and MITRE ATT&CK. Automates threat analysis, IOC extraction, attack classification, RAG-based threat intelligence, incident reporting, and SOC workflows through CLI, REST API, and an interactive Streamlit dashboard.

python machine-learning incident-response threat-intelligence open-ai mitre-attack rag threat-response fastapi streamlit llm langchain genai soc-analytics
  • Updated Jun 24, 2026
  • Python

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