Protect AI systems from attacks, ensure data privacy, and implement secure AI practices.
AgentSeal found 66% of 1,808 production MCP servers had security issues. The audit playbook for rug-pulls, tool poisoning, and named MCP CVEs.
A static API key gives an autonomous agent your full permissions forever. Here's the agent identity stack (OAuth OBO, Entra Agent ID, FIC) that fixes it.
Adaptive prompt injection still beats defended LLMs 85% of the time, composite attacks 97.6%. What the benchmarks show and how to quantify residual risk.
NeMo, Guardrails AI, and Llama Guard solve three different problems. The latency, false-positive, and self-host breakdown, plus the stack most teams ship.
Microsoft Semantic Kernel CVE-2026-25592 (CVSS 10.0) turns a prompt injection into a sandbox escape and RCE. Here's the attack chain and the exact hardening for .NET agent stacks.
30 MCP CVEs hit in 60 days. 82% of 2,614 scanned servers shipped with path traversal and 492 ran zero auth. Here's the 12-item hardening checklist we gate against.
Picking eu-central-1 or Azure Germany isn't EU data sovereignty, the CLOUD Act still reaches your data. Here's the 3-tier residency→sovereignty→control ladder high-risk AI operators need before Aug 2, 2026.
CVE-2026-21858 (CVSS 10.0) turns a public n8n form into unauthenticated RCE through the LLM chatbot node. Here's the attack chain and exactly how to harden self-hosted AI workflows.
Claude Mythos scores 93.9% on SWE-bench and found thousands of zero-days in every major OS and browser. Anthropic won't release it publicly, here's what Project Glasswing means for AI security.
