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Hear "No Evil", See "Kenansville" - Efficient and Transferable Black-Box Attacks on Automatic Speech Recognition Systems

Hear "No Evil", See "Kenansville" - Efficient and Transferable Black-Box Attacks on Automatic Speech Recognition Systems

IEEE Symposium on Security and Privacy via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Hear "No Evil", See "Kenansville" - Efficient and Transferable Black-Box Attacks on Automatic Speech Recognition Systems

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  1. 1 Introduction
  2. 2 Attacks against ML Models
  3. 3 Untargeted Attacks
  4. 4 Target Attacks
  5. 5 Generic Attack
  6. 6 Voice System Pipeline
  7. 7 How does the attack work
  8. 8 Observation
  9. 9 Impact on Transcription
  10. 10 Tag Capabilities
  11. 11 Demo
  12. 12 User Study
  13. 13 Summary

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