[ICANN 2023] Anomaly-Based Insider Threat Detection via Hierarchical Information Fusion
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Nov 20, 2023 - Jupyter Notebook
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insider-threat-detection
Here are 9 public repositories matching this topic...
A comprehensive machine learning and deep learning pipeline for detecting insider threats using the CERT r4.1 dataset. This project combines unsupervised anomaly detection, supervised machine learning, and advanced deep learning architectures to identify anomalous user behavior in enterprise environments.
python data-science machine-learning ai deep-learning cybersecurity data-analytics insider-threat-detection
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Oct 11, 2025 - Jupyter Notebook
Patent-aligned cybersecurity prototype implementing dynamic trust-based adaptive access control using credential integrity, competence evidence, behavioral risk, and event-driven trust recomputation.
python prototype detection iam cybersecurity patent zero-trust security-analytics fastapi streamlit trust-score insider-threat insider-threat-detection adaptive-access-control patent-prototype
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Apr 11, 2026 - Python
An end-to-end AI system for detecting insider threats using a hybrid machine learning approach (Isolation Forest + XGBoost). Features a high-performance ETL pipeline using DuckDB, real-time inference via FastAPI, and integrated Explainable AI (SHAP) for transparent risk assessment on the CERT R4.2 dataset.
python machine-learning cybersecurity xgboost hybrid-model threat-intelligence anomaly-detection isolation-forest explainable-ai ueba security-analytics shap fastapi duckdb insider-threat-detection
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Dec 7, 2025 - Jupyter Notebook
Cyber - Eye (Frontend only) , hosted via netlify
cybersecurity digital-forensics anomaly-detection security-awareness ai-security enterprise-security threat-monitoring insider-threat-detection security-visualization frontend-projec
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Apr 11, 2026 - TypeScript
Insider Threat Monitor
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Aug 28, 2025 - Python
Network profiling and behavior analysis
threat-hunting cti threat-analysis fraud-detection threat-intelligence threat-detection taxii2 stix2 insider-threat insider-threat-detection behavorial-pattern network-profiling behavior-anaylsis
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Apr 26, 2026 - Python
Cyber Projects
insider-threat-detection clinical-data-protection multi-tenant-saas-security connected-vehicle-security crypto-exchange-security self-driving-car-security geopolitical-cyber-defense ml-breach-protection healthcare-iot-security cloud-misconfiguration-detection supply-chain-attack-prevention zero-day-breach-containment
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Mar 23, 2026
*This simulation captures core, widely observed attacker behaviors aligned with common enterprise intrusion patterns. From brute-force access to obfuscated execution, persistence, recon, and privilege assessment, each step reflects actions that threat actors commonly execute after compromising a host.
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Jul 10, 2025 - Jupyter Notebook
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