~/talk

Osprey: Transparent and Efficient Virtual Memory for Secure Computation

links:none on file
name:Alice Yeh
links:none on file
name:Harry Xu
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links:none on file
name:Sam Kumar
links:none on file
slides:none on file

Osprey provides a runtime virtual memory layer for secure computation that pages encrypted data to SSDs by forking a speculative process and a programmed process, using userfaultfd, an eBPF fallback collector and MPK to avoid kernel changes. It leverages content-oblivious aliasing to map all ciphertext to one physical page and skips crypto in speculation, requiring <200 LOC per SC library and no app changes. Evaluation on garbled circuits and CKKS shows Osprey matches or beats mage in 7/8 workloads and hits >60% of unbounded performance in 6/8, scaling linearly with threads.

AI-written summary · about

  1. 0:00Osprey introduction
  2. 1:02Secure computation challenges
  3. 2:48Swapping overhead and performance
  4. 4:31Input obliviousness
  5. 6:15Efficient virtual memory
  6. 7:18Content obliviousness and optimization
  7. 9:45Memory access patterns
  8. 11:32Process and memory management
  9. 12:58Evaluation setup
  10. 13:40Microbenchmark results
  11. 14:21Real-world performance
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