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anomaly-detection-project

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FierceSpartan7 / Cybersecurity-Suspicious-Web-Threats

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Detected suspicious web traffic using AWS CloudWatch logs. Cleaned & analyzed 282 network sessions from 7 countries, applied Isolation Forest to flag ~5% anomalies, and visualized attacker IP patterns — showcasing data-driven cybersecurity analytics with Python & scikit-learn.

python machine-learning scikit-learn cloudwatch pandas cybersecurity data-analysis network-security anomaly-detection web-traffic-analysis anomaly-detection-project
  • Updated Oct 9, 2025
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