Showing only posts by Chenyi Wang. Show all posts.

Guardrails at the gateway: Securing AI inference on GKE with Model Armor

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Enterprises are rapidly moving AI workloads from experimentation to production on Google Kubernetes Engine (GKE), using its scalability to serve powerful inference endpoints. However, as these models handle increasingly sensitive data, they introduce unique AI-driven attack vectors — from prompt injection to sensitive data leakage — that traditional firewalls aren't designed …