~/talk

When Oblivious is Not: Attacks against OPAM

Talkat WOOT '20 · on Tuesday, 2020-08-11· [security, large-language-models]
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Shows a practical break of InvisiPage/OPAM: shuffling and single-page transfers occur outside the enclave without re‑encryption, so the OS observes which page is swapped and counts intervening faults. Introduces reuse distance (intervening page‑fault count) as a fingerprint, implements OPAM in Keystone, collects traces (100–200 inputs across 8 apps), trains a sequence CNN to classify applications with high accuracy, and demonstrates a reliable covert channel that encodes bits per page fault, proving InvisiPage/OPAM is not oblivious.

AI-written summary · about

  1. 0:00Intro
  2. 0:19Presentation Roadmap
  3. 0:44Enclaves Demystified
  4. 1:01Introducing ORAMS
  5. 2:18ORAM Meets Demand Paging and Enclav
  6. 4:19Our Contributions
  7. 5:11Introduction to Invisipage/OPAM Data Tree
  8. 8:56Vulnerability in OPAM (Invisipage) On every page fault or ORAM access exactly one page gets transferred.
  9. 10:16Example of Reuse Distance Attack
  10. 11:49Attack Methodology
  11. 14:36Secret Application Classification Accuracy (OPAM)
  12. 15:20Basic Idea
  13. 16:24Threat Model
  14. 16:51Example of an Encoding With Reuse Distan
  15. 18:37Bit Leakage Bandwidth Analysis
  16. 19:43Conclusions
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