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: entraID
CHAPTER 7/8 AI Security Engineering & R&D (2026 Edition)
0. Prologue: “AI Security is the one discipline where engineers and cryptographers have suddenly become indispensable again.” The attack landscape of 2026 no longer requires generic DevOps or IT Pros.It demands engineers who actually understand: tokens cryptography sandbox runtime memory layout tool isolation ML pipelines data planes governance layers threat modelling MITRE-AI systems architecture This…
Security Copilot: a bit of magic, a lot of engineering, and 10,000 SCU you’ll burn faster than you can say “phishing”
Alright, lads and lasses — hello again, friends.Today we’re diving straight into the delightful chaos otherwise known as Microsoft Security Copilot being bundled into M365 E5. You may have seen the announcement and thought:“Brilliant, free AI for security! What a lovely day.” Calm down, Shakespeare.This isn’t a fairy tale — it’s enterprise security. And as…
Why Most Cloud Pros Still Connect to Azure VMs the Wrong Way
After reviewing more Azure setups this quarter than I care to admit, I keep spotting the same tired anti-pattern: organizations still exposing VMs with public IP addresses just to RDP in. Let’s be blunt: it’s lazy, it’s risky, and in 2025, it’s downright embarrassing. The Old RDP Model — A Security Horror Show Traditional RDP…
Are Your Cloud Configurations Putting You at Risk? (Spoiler: Probably)
Misconfigurations are the silent killers of cloud security. You can spend millions on shiny security tools, but one sloppy checkbox or default setting can hand attackers the keys to your kingdom. That’s why this webinar agenda hits hard: we’re diving into the most dangerous Azure cloud misconfigurations that keep CISOs awake at night — and…
🔥 Zero Trust Architecture: No More Free Passes 🔥
Hey guys, let’s talk about Zero Trust, isn’t a product you buy, it’s a mindset you adopt. The idea: never trust, always verify. Every identity, device, app, and network packet is guilty until proven innocent. Microsoft has gone all-in, embedding Zero Trust principles into Entra, Intune, Defender, Sentinel, Purview, and the rest of the ever-growing…
Goodbye VPN !!!? Microsoft Global Secure Access and the End of the Tunnel
For decades, VPN was the sacred cow of remote access. The one-stop solution: drop a fat encrypted tunnel over the internet and boom — your remote users are “inside.” Problem solved, right? Except no. In 2025, VPN is basically giving every intern a master key to the building. They don’t just get into the room…
Windows Hello PIN Disaster After Windows 11 24H2 Upgrade — When Security Becomes Your Hostage
Hey hey, if you like to test something new like update on prod that is exactly for you my seety geek :)))))))) If you thought the Windows 11 24H2 upgrade was just another boring patch Tuesday — think again. After the upgrade, users happily log in with their PIN… until the dreaded message appears: “PIN…
The Technical Foundation of Multi-Agent Copilot Systems and Secure AI Infrastructure in Microsoft Azure
🧬 1. Copilot Agent Architecture: Internal Design Archetype of a Copilot Agent in Microsoft Copilot Studio: Agent: ID: uuid Permissions: [Graph.Read, SharePoint.ReadWrite, CustomAPI.SendEmail] State: Memory: long-term vector embeddings (Azure AI Search) Session Context: transient (JSON graph) Plugins: – Planner – Orchestrator – GraphExecutor LLM Endpoint: Azure OpenAI (GPT-4o) Storage: Cosmos DB / Azure Table 🗉…
🧨 SUDO, YOU HAD ONE JOB!
Hi, now any user can get root — and Microsoft told you this would happen “Don’t run as root!” — they shouted.“Use sudo, it’s secure!” — they said.Well guess what?Even a user not in sudoers can now gain full root access. All thanks to sudo‘s cozy little bug involving chroot, nsswitch.conf, and your complacency. 🧬…