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GAZELLE - A Low Latency Framework for Secure Neural Network Inference

GAZELLE - A Low Latency Framework for Secure Neural Network Inference

USENIX via YouTube Direct link

FHE vs 2PC vs PAHE+2PC

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FHE vs 2PC vs PAHE+2PC

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GAZELLE - A Low Latency Framework for Secure Neural Network Inference

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  1. 1 Intro
  2. 2 Motivation
  3. 3 Secure Computation (2PC)
  4. 4 Secure Neural Network Inference
  5. 5 FHE vs 2PC vs PAHE+2PC
  6. 6 The PAHE Abstraction
  7. 7 Gazelle: Core Library
  8. 8 Gazelle Core - Performance
  9. 9 Convolution Layers
  10. 10 SISO Convolution - Simple
  11. 11 Gazelle Network - Performance

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