~/talk

Slime: Automated Anti-Sandboxing Disarmament System

Talkat Black Hat Asia 2015 · 2015-03-24..03-27· [security, machine-learning]
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A prototype called SLIME uses a CPU-emulator to fake VM/sandbox artifacts (registry keys, BIOS strings, backdoor port behavior) and computes a per-instruction code execution integrity digest plus retroactive condition analysis to locate branch checks that cause early exit. It processes samples at about 6–10 seconds each and was tested against ~19,900 samples drawn from a 5M corpus, finding a small but real set of anti-sandbox malware; coverage and stability remain limited.

AI-written summary · about

  1. 0:00Intro
  2. 2:14Contents
  3. 3:14Background
  4. 4:13Use the sandbox, Luke
  5. 5:28Malware strike back
  6. 6:08Related work
  7. 7:42Motivation
  8. 8:13Challenges
  9. 8:44black hat
  10. 12:14Chthonic anti-sandboxing
  11. 12:45Type of anti-sandboxing
  12. 14:40Environment awareness
  13. 16:11Artifact fingerprinting
  14. 17:07Execution environment fingerprinting
  15. 17:40Execution timing detection
  16. 19:02SLIME key technologies
  17. 19:26Concept: malware palpatio
  18. 20:19Malware palpation
  19. 21:05Code Execution Integrity CEI
  20. 21:53Execution branch detection
  21. 22:40Retroactive condition analysis
  22. 23:54Implementation
  23. 24:53Execution logging framework
  24. 25:33Camouflaging VM/sandbox related artifact existence
  25. 32:02Disarming demo
  26. 32:33Anti-VMWare
  27. 33:34Sandbox evasion
  28. 34:56Dataset
  29. 36:32Are Anti-VM Too Few?
  30. 37:49Offtopic: Artifact finding by Yara
  31. 38:58Can Virtual Machine Protects You from Malware?
  32. 40:37Conclusion
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