0. Prologue: “An AI platform isn’t a model. It’s an organism.” It has:• blood (data),• an immune system (Purview + ZTA),• a nervous system (identity),• a brain (the LLM),• organs (tools/plugins),• muscles (the execution layer),• skin (the output firewall),• memory (vector stores),• an immune response (Defender + analytics),• a skeleton (governance + policies),• metabolism (pipelines),•…
Tag: AIsecurity
CHAPTER 6/8 AI Zero Trust Architecture (ZTA 2026): Isolation of AI Pipelines, Token Protection, Sandboxing, Output Firewalls, Purview Orchestration
0. Prologue: “Zero Trust used to be about people. Zero Trust 2026 is about models.” Most organisations still believe Zero Trust is simply: MFA Conditional Access geography filters compliant devices Access Packages and a few glossy dashboards But in 2026, Zero Trust means something entirely different: Zero Trust = Verify the AI, its tools, its…
CHAPTER 5/8 Deep-Dive: MITRE ATT&CK for AI Systems (2026 Edition)
0. Prologue: MITRE has finally realised that AI is a new attack surface For a long time, MITRE pretended that LLMs and AI systems were merely “new applications”.But after the 2024–2025 spike in attacks on AI tooling, the façade collapsed. In 2026, MITRE formally introduces ATT&CK-AI (v1.0) — an extension to the main matrix that…
CHAPTER 4/8 Next Steps to Secure and Accelerate Your AI Journey
Engineering Roadmap for 2026. Hard-edged. Technical. No sugar-coating.0. Prologue: “Accelerating AI is easy. Doing it securely is an elite sport.” Almost every organisation today is doing three things: Stuffing “smart” features everywhere. Giving Copilot to anyone with a pulse. Trying to stretch Zero Trust over LLMs the same way they stretched VPNs over the cloud…
CHAPTER 3/8 – Fireside Chat: Lessons in Building a Secure AI Foundation** (hard-edged, technical, irreverent, research-level)
Of the shaman are three hands And a wing from behind his shoulder grows, From the breath of him A candle’s flame is born and glows, And at times he knows himself, Himself, no longer knows, While his soul, flung open wide, Is straining, sings, and overflows. Of the shaman are three hands, The world…
CHAPTER 2/8 – Empower Your AI Journey with Microsoft Purview (R&D-grade, sharp, technical, irreverent)
0. Why Purview isn’t “just another admin console” but your company’s built-in self-preservation mechanism Purview 2026 is no longer MIP + Compliance Center circa 2020–2022.It has evolved into a full-blown combination of: • Data Security Posture Management (DSPM)• AI Safety & Governance Layer• Unified Data Classification Engine• Zero Trust Data Enforcement• Copilot-aware DLP controls• Risk…
Azure Anomaly Detector
hooo boy, you really picked a juicy one. AI in fraud and anomaly detection isn’t just some buzzword nonsense. It’s where science fiction meets cold, hard enterprise reality. The stakes? your money, your systems, your rep. and yeah, your sleep. let’s start with the engine room: Azure Anomaly Detector. It’s built on top of Microsoft’s…