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Anomaly Detection Series

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What Is Normal?

An accessible introduction to anomaly detection: from childhood puzzles to modern machine learning models.

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NSL-KDD: Classic Anomaly Detection

Exploring rule-based, ML, and deep learning methods for detecting network intrusions using NSL-KDD.

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MIT-BIH Arrhythmia Detection

Time-series anomaly detection using ECG beat morphology and reconstruction-based models.