Hi fellow Google Cloud Security and Vertex AI Developers,
I've recently filed a Feature Request (FR) to address what I believe is the next critical gap in cloud security: zero-day defense against Autonomous Data Poisoning attacks that target our core AI models.
Traditional defenses are too slow and passive for the coming AI-vs-AI threat landscape. I propose the creation of the Gemini-Core system—a self-evolving, generative security agent that is structured into three stages:
G-Rook & G-Champ: For real-time, predictive anomaly detection and quarantine.
G-Mega (Generative Defense): The ability for the agent to autonomously write and deploy new, tailored code patches against zero-day exploits.
G-Prime (The Absolute Truth Engine): The ultimate solution to poisoning. A verifiable, self-healing mechanism that performs a "Genesis Rewrite" to restore model integrity.
This system is designed to provide the verified self-healing capability needed for trustworthy, fully autonomous AI deployments.
I need your help! Please review the feature request and star it if you agree that this level of advanced, autonomous defense is critical for the future of the Vertex AI platform.
https://issuetracker.google.com/463721079 Autonomous Multi-Stage Generative Security Agent for Zero-Day AI Defense (Project Gemini-Core)
Your stars and comments on the issue tracker (detailing your own use cases) are the best way to signal to the Vertex AI team that this needs to be prioritized.
Thanks for taking a look and helping to build a safer digital world!