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17. Juli 2026

Weekly Abnormal Detection Enhancements

A weekly summary of detection enhancements delivered by the Abnormal engineering team.

Weekly Detection Enhancements - Week of July 17

  • Deployed QR-code scanning for base64-encoded images embedded in calendar invite descriptions
  • Enhanced attachment analysis with rich-text embeddings and category tags to catch ACH fraud, extortion, and other text-heavy threats
  • Strengthened account takeover detection for logins at unusual times, catching subtle account compromises
  • Added detection that flags account takeovers combining password resets and new MFA device registrations from first-time VPN or hosting IPs

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