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"Please don't send that bot anything": A Mixed-methods Study of Personal...

Talkat USENIX Security '25 · 2025-08-13..08-15· [security]
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Mixed-methods measurement of PROSPER shows attackers monitor payment-related posts and impersonate ordinary users to reroute funds, tracking 181 PROSPER attacks over three months and identifying 70 distinct payment accounts and human-in-the-loop plus bot operations. Quantitative results show 80% start within 10 minutes of a trigger and 90% use handles differing by one character. Findings document PayPal Friends-and-Family abuse, urgency and misspelling evasion tactics, and recommend handle-change limits, clearer handle UI, cross-platform blacklists, and transaction warnings.

AI-written summary · about

  1. 0:00Personal impersonation attacks
  2. 1:15Prosper attacks on social media
  3. 3:24Identifying trigger posts
  4. 5:10Collecting attack data
  5. 6:36Attacker tactics and evasion
  6. 8:02Recommendations for platforms and users
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