Google Gemini Vulnerability Puts Gmail Users at Risk of Stealth Phishing Attacks

A newly confirmed security vulnerability involving Gemini, Gmail’s AI-powered summarization tool, puts up to 2 billion Google users at risk of phishing attacks. The issue stems from hidden prompts embedded in emails that manipulate the AI-generated summary to present a fraudulent but legitimate-looking security alert.

This exploit is especially dangerous because it bypasses traditional security filters. The phishing emails do not contain suspicious links or attachments, making them difficult for users to detect with conventional training.

Vulnerability Details

Attackers embed hidden directives into emails using HTML/CSS code (e.g., white text, zero font size) that manipulate the Gemini summarization tool. When Gemini generates the summary, it processes the hidden instructions and inserts a fake Google security alert into the summary.

These alerts mimic a typical Google warning and may appear legitimate but include malicious phone numbers or phishing links. If users call the number or click the link, their credentials may be stolen. Once activated, this vulnerability could also affect other Google Workspace applications such as Docs, Slides, and Drive. If leveraged within enterprise environments, one compromised SaaS account could expose multiple users within an organization, enabling large-scale phishing campaigns that are difficult to detect.

Our Guidance

This incident is a reminder that AI tools, while powerful, introduce new risks that compliance and cybersecurity leaders must proactively manage. Firms should consider taking the following steps to address this vulnerability:

  • Avoid using Gmail’s “summarize email” feature until the vulnerability is resolved.
  • Raise employee’s awareness, even if your firm does not use Gmail. Many users rely on personal Gmail accounts on corporate devices.
  • Enforce strict access controls and monitor SaaS accounts for unusual activity to prevent large-scale exploitation.
  • Ensure incident response teams are equipped to act quickly if exploitation occurs.
  • Treat AI assistants as part of the attack surface. Monitor, sandbox, and validate outputs regularly.
  • Provide ongoing training to help users recognize AI-related phishing attempts and use AI tools appropriately.

Engaging a cybersecurity advisor with AI expertise can help strengthen your firm’s defenses and reduce exposure to emerging threats.

How ACA Can Help

ACA Aponix® helps firms strengthen their cybersecurity programs and reduce exposure to emerging threats like the Google Gemini vulnerability. Our services include:

  • Aponix Protect: A comprehensive patch management solution that identifies and remediates vulnerabilities before they can be exploited. This service supports secure backup environments and helps firms minimize cyber risk.
  • AI Risk Assessments: Tailored evaluations to identify, assess, and mitigate the security, compliance, and operational risks associated with AI deployments.
  • Targeted Staff Training and Threat Monitoring: Programs focused on phishing awareness and real-time detection of suspicious activity.

To learn how we can help protect your firm, contact your ACA consultant or reach out to our team directly.