AI Threat Watch

Case gemini-gmail-summary-phishingPrompt injectionUnited States

Hidden email text makes Gemini for Workspace summaries deliver fake security alerts

Mozilla 0din's Marco Figueroa showed white-on-white or zero-size text in an email could make Gemini's Summarize this email feature append a fake Google warning with an attacker phone number. Google acknowledged it.

MediumAttack on AIStatus: ContainedVerified case file

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Reported
Jul 10, 2025
Location
United States
Target
Google Gemini for Workspace (Gmail summaries)
Severity
Medium
Triggered by
Marco Figueroa (Mozilla 0din)
Actor type
Security researchers
Reported loss
None reported
CVE
None

What happened

Mozilla 0din's Marco Figueroa showed white-on-white or zero-size text in an email could make Gemini's Summarize this email feature append a fake Google warning with an attacker phone number. Google acknowledged it.

Impact: Enables phishing that bypasses spam filters by riding on trusted AI summaries; no abuse confirmed

Who triggered it

Actor: Marco Figueroa (Mozilla 0din)

Attribution: Disclosed through Mozilla's 0din GenAI bug bounty programme

Motive: Security research

How it happened

Attack vector: Indirect prompt injection via hidden HTML and CSS in email body; no links or attachments needed

Root cause: Summariser treated hidden email content as instructions

Timeline

  1. 0din publishes the proof of concept
  2. Google says it runs red-teaming and has deployed defences

Response

Google acknowledged the issue and cited layered prompt-injection mitigations

Current status: Contained

Sources (open in a new tab)

Cite this case

Hidden email text makes Gemini for Workspace summaries deliver fake security alerts. AI Threat Watch, case gemini-gmail-summary-phishing, Jul 10, 2025. https://aithreat.io/cases/gemini-gmail-summary-phishing/

Permanent link: https://aithreat.io/cases/gemini-gmail-summary-phishing/

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