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Towards Fair Deep Anomaly Detection

Towards Fair Deep Anomaly Detection

ACM FAccT Conference via YouTube Direct link

Introduction

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Introduction

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Towards Fair Deep Anomaly Detection

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  1. 1 Introduction
  2. 2 Deep SVDD
  3. 3 Anonymity Detection
  4. 4 Outline
  5. 5 The 80 Rule
  6. 6 Proposed Framework
  7. 7 adversarial learning
  8. 8 minimizing adversarial loss
  9. 9 pipeline
  10. 10 extensions
  11. 11 Experiments
  12. 12 Results
  13. 13 Experimental Results
  14. 14 Summary

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