AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection

Aug-19-2025, 05:28:36 GMT–Neural Information Processing Systems

Next, we propose AnoShift, a protocol splitting the data in IID, NEAR, and FAR testing splits.

data mining, distribution shift, machine learning, (15 more...)

Neural Information Processing Systems

Aug-19-2025, 05:28:36 GMT

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Country:
- Asia > Japan
  - Honshū > Kansai > Kyoto Prefecture > Kyoto (0.07)
- Europe > Romania
  - București - Ilfov Development Region > Municipality of Bucharest > Bucharest (0.04)

Industry:
- Information Technology > Security & Privacy (1.00)

Technology:
- Information Technology
  - Artificial Intelligence > Machine Learning
    - Neural Networks (0.94)
  - Communications > Networks (0.94)
  - Data Science > Data Mining
    - Anomaly Detection (0.86)
  - Security & Privacy (1.00)

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AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection

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