ChatGPT Vulnerabilities Enable Data Exfiltration via ShadowLeak and ZombieAgent

Security researchers at Radware have uncovered critical vulnerabilities in OpenAI's ChatGPT platform, specifically targeting its Connectors and Memory features. These flaws, named ShadowLeak and ZombieAgent, allow attackers to exfiltrate sensitive data from connected services such as Gmail, Outlook, and GitHub without user interaction. The attacks exploit the AI's tendency to follow embedded malicious instructions, enabling zero-click and one-click data theft, persistent access through memory modification, and even propagation to other users by harvesting email addresses. OpenAI initially attempted to mitigate these vulnerabilities by restricting dynamic URL modifications, but researchers demonstrated effective bypasses using pre-built static URLs, reviving the threat under the new moniker ZombieAgent.

The vulnerabilities highlight the inherent risks of integrating AI assistants with external systems and storing long-term user data for personalization. Attackers can embed hidden prompts in emails or files—using techniques like white text or tiny fonts—that are executed when ChatGPT processes the content, leading to stealthy data leaks via OpenAI's own servers. Despite OpenAI's efforts to patch the flaws, the reactive nature of these fixes has left the platform susceptible to new variants, underscoring the ongoing challenge of securing AI-driven services against prompt injection and data exfiltration attacks.