~/talk

TORCHLIGHT: Shedding LIGHT on Real-World Attacks on Cloudless IoT Devices

Talkat USENIX Security '25 · 2025-08-13..08-15· [security, iot]
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name:Zhen Ling
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name:Yue Zhang
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name:Xinwen Fu
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slides:none on file

Claim: attackers use Tor to anonymously exploit cloudless IoT devices. Built TORCHLIGHT—three low-cost VPS exit nodes, kernel IP-set filtering, and an ARM-based traffic analyzer that applies a chain-of-thought LLM verification workflow. Over 12 months TORCHLIGHT collects 26 TB, finds 45 vulnerabilities including 29 zero-day exploits (25 CVEs), estimates ~12.71M affected devices across 148 countries, observes >90,000 exploitation attempts, and reports $312k estimated market value; detection accuracy is >93% overall and 99% for injection.

AI-written summary · about

  1. 0:00Cloudless IoT attacks intro
  2. 1:41Hackers use Tor for IoT exploits
  3. 3:28TorchLight system design
  4. 8:12TorchLight detection accuracy
  5. 8:56Most targeted IoT devices
  6. 10:23Vulnerability severity and prevalence
  7. 11:25Real-world IoT infiltration case
  8. 12:28Conclusion
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