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Craig Chamberlain

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Catch Me if You Can: Hunting Cloud Exfiltration Using Anomaly DetectionRSA Conference 20242024-05-06
Summarizes practical results: a sanitized 25,000-row CloudTrail dataset and Jupyter notebooks that run a pyod ensemble and K‑means, plus Pandas deduping that…
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Hunting Supply Chain Threats Using Anomaly DetectionBSidesSF 20232023-04-22
Case study shows anomaly detection on CloudTrail APIs (SQL-based analytics, MaxMind geo enrichment, planned Airflow pipeline) catching a supply‑chain…
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