https://www.compilemymind.com/tags/securing/ Recent content in Securing on Compile My Mind Hugo en Mon, 13 Jul 2026 23:48:43 +0300 https://www.compilemymind.com/posts/securing-the-ai-supply-chain-on-gke-introducing-k8s-aibom-for-automated-ai-boms-pr/ Mon, 13 Jul 2026 23:48:43 +0300 https://www.compilemymind.com/posts/securing-the-ai-supply-chain-on-gke-introducing-k8s-aibom-for-automated-ai-boms-pr/ <p>The rapid democratization of Artificial Intelligence (AI) and Machine Learning (ML) has fundamentally shifted how development teams build applications. Today, a developer can spin up a state-of-the-art large language model (LLM) locally or on a Kubernetes cluster in minutes using open-source runtimes like vLLM, Triton Inference Server, Ollama, or Hugging Face Text Generation Inference (TGI).</p> <p>However, this speed introduces a massive governance challenge: <strong>Shadow AI</strong>. Workloads deployed by developers without formal registration often evade traditional security scanners. Security teams are left in the dark, unable to answer fundamental questions: <em>What models are running in our production clusters? Where did those model weights originate? Are they subject to licensing, bias, or security vulnerabilities?</em></p>