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Latest Security Research

In-depth analysis of emerging AI threats and defense architectures

Security Guide Jun 21, 2026

Cloud Privilege Escalation: Azure, AWS, and GCP Patterns Every Defender Should Know

Cloud privilege escalation does not exploit bugs - it exploits design assumptions. IAM is the new kernel. Five patterns, the commands, and the detections.

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Security Guide Jun 14, 2026

Securing Agentic AI: Permission Models for Autonomous Security Workflows

In agentic systems, permissions are not one control among many - they are the control boundary. The architecture that separates automation from automated failure.

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Security Guide Jun 7, 2026

MCP Servers for Security Tools: Giving AI Agents Safe Access to Your Stack

MCP collapses the boundary between reasoning and execution. Build MCP servers for security tools with defense-in-depth that survives misconfiguration.

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Security Research May 31, 2026

Evidence-Based Detection Validation: Why Your ATT&CK Coverage Map Is Probably Wrong

Most ATT&CK coverage maps are optimistic fiction. A tagged rule is not coverage. A passing syntax check is not evidence. Here is what proof looks like.

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World Models (Part 1) May 27, 2026

Before Your AI Agent Acts, It Imagines: An Introduction to World Models

Traditional models ask "what comes next?" The next generation asks "what happens if I do this?" The architecture under modern robotics, autonomous driving, and agentic AI.

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World Models (Part 2) May 28, 2026

The Belief Layer: Why Your AI Agent's Real Vulnerability Is What It Remembers

An agent is compromised not when it gets bad input, but when it remembers the wrong thing. Temporal displacement, the dangerous middle, and a tiered defense.

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