Anomaly Detection

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• Case Studies
  • Risk, Compliance and Regulation
    • Cybersecurity
  • Government Services
• ...find outliers
• Capabilities
• Cybersecurity References
• Offense - Adversarial Threats/Attacks
• Defenses Against Adversarial Attacks
• Time-Series Anomaly Detection Service at Microsoft | H. Ren, B. Xu, Y. Wang, C. Yi, C. Huang, X. Kou, T. Xing, M. Yang, J. Tong, and Q. Zhang

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Principal Component Analysis (PCA) Anomaly Detection

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• PCA-Based Anomaly Detection | Microsoft

PCA-based anomaly detection - the vast majority of the data falls into a stereotypical distribution; points deviating dramatically from that distribution are suspect Keep it Simple : Machine Learning & Algorithms for Big Boys | Dinesh Chandrasekar