~/talk

Bots can Snoop: Uncovering and Mitigating Privacy Risks of Bots in Group Chats

Talkat USENIX Security '25 · 2025-08-13..08-15· [security]
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Finds that chatbots often read far more messages than needed and that when a user joins a new group there is a 3.6% chance a bot links that user to past groups. Proposes SnoopGuard with a compressed multiroot tree (CMRT) to provide selective message access and sender anonymity while preserving E2E encryption; sending to 50 users plus 10 bots measures ~10 ms when integrated with MLS. Notes O(log n + m) send complexity and a practical limitation: malicious or bad trigger functions can bypass protections.

AI-written summary · about

  1. 0:00Chatbot privacy risks
  2. 1:15Overprivileged chatbots
  3. 2:42Chatbot implementations survey
  4. 4:09End-to-end encryption challenges
  5. 5:34Snoop Guard protocol
  6. 9:47Snoop Guard evaluation
  7. 11:14Limitations and future work
  8. 13:21Summary
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