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AI Security

MCP Server Permissions: A Practical Checklist for Reducin...

A practical checklist for scoping MCP server permissions, denying risky defaults, and limiting the blast radius when an AI agent's tool access is exploited.

May 24, 20268 min read
AI Security

Why Traditional SAST Tools Struggle to Analyze Agentic Co...

Agentic codebases build call graphs at runtime, defeating static analysis. Here's why SAST tools miss prompt injection and tool-schema risks—and how Safeguard closes the gap.

May 23, 20267 min read
AI Security

Hugging Face as Malware CDN and Exfiltration Backend: The DPRK-Linked npm Campaign of May 2026

OX Security disclosed a DPRK-aligned campaign that abused Hugging Face as a malware host and data-exfiltration backend, using public repos to serve second-stage payloads and private datasets to receive stolen developer secrets.

May 22, 202611 min read
AI Security

AI Code Detector: How It Works and Where It Fails

An AI code detector estimates whether source code was machine-generated. Here is how these tools work, why they misfire, and where security teams should and should not rely on them.

May 22, 20266 min read
AI Security

Hacking AI: How Attackers Target Machine Learning Systems

Hacking AI is not science fiction; it is a growing set of concrete techniques that exploit how models learn, process input, and produce output. Here is how to think about defending against them.

May 22, 20266 min read
AI Security

Venture Capital's Renewed Bet on Agentic AI Security Star...

VC funding for agentic AI security startups hit new highs in 2026, with identity governance, autonomous pentesting, and SOC automation drawing the biggest rounds.

May 21, 20269 min read
AI Security

How to Run a Container Security Assessment

A container security assessment reviews your images, registries, orchestration, and runtime against known weaknesses so you can fix them before an attacker finds them.

May 21, 20265 min read
AI Security

MCP 2025-06-18: OAuth Resource Server Rules Defenders Must Understand

The June 2025 MCP spec made every server an OAuth 2.1 resource server, mandated RFC 8707 resource indicators, and added elicitation. Here is what changes for blue teams.

May 21, 20266 min read
AI Security

Claude, GPT, and Coding Harness Security: Comparing Model...

Claude and GPT both write vulnerable code by default in coding harnesses. Comparing model behavior, then Safeguard's approach versus Endor Labs' reachability-first SCA.

May 20, 20268 min read

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