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SIRNN- A Math Library for Secure RNN Inference

SIRNN- A Math Library for Secure RNN Inference

IEEE Symposium on Security and Privacy via YouTube Direct link

Fixed Point Representation

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Fixed Point Representation

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SIRNN- A Math Library for Secure RNN Inference

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  1. 1 Introduction
  2. 2 Secure Inference
  3. 3 RNN Applications
  4. 4 Challenges
  5. 5 SIRNN
  6. 6 Hierarchy
  7. 7 Building Blocks
  8. 8 Communication
  9. 9 Optimization
  10. 10 Fixed Point Representation
  11. 11 Math Implementations
  12. 12 Evaluation
  13. 13 Google 30 Benchmark
  14. 14 Heads Benchmark
  15. 15 Conclusion

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