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Articles

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AI Security

Zero trust architecture patterns adapted for AI agent wor...

How zero trust AI agents, agent network segmentation, and continuous verification close the gaps that let one poisoned tool call turn an autonomous agent into a supply chain attack.

Aug 5, 20267 min read
AI Security

Explaining Model Context Protocol and its expanding attac...

MCP security is now urgent: MCP servers grew from 700 to 16,000+ in a year, and most are unaudited. Here is the threat model and how Safeguard secures it.

Aug 5, 20268 min read
AI Security

Analysis of known MCP server CVEs and disclosed vulnerabi...

Two critical CVEs — in mcp-remote and Anthropic's MCP Inspector — reveal how MCP server vulnerabilities let untrusted servers execute code on client machines.

Aug 5, 20268 min read
AI Security

How tool poisoning attacks compromise MCP tool descriptions

A single poisoned tool description can turn a trusted MCP server into a silent data-exfiltration channel. Here's how these attacks work — and how to stop them.

Aug 5, 20267 min read
AI Security

Step-by-step guide to hardening and securing an MCP serve...

A practical, step-by-step guide to hardening and securing an MCP server deployment -- authentication, sandboxing, network policy, and monitoring included.

Aug 5, 20268 min read
AI Security

OAuth and authentication patterns for Model Context Proto...

MCP OAuth authentication has been rewritten three times since March 2025. Here's how the spec, its token security model, and real CVEs like CVE-2025-49596 shape safe MCP deployments.

Aug 5, 20267 min read
AI Security

Risks of MCP server rug-pulls and silently changing tool ...

An MCP rug pull attack swaps a trusted server's tool definitions after approval. Here's how tool definition drift happens, and how Safeguard catches it early.

Aug 5, 20267 min read
AI Security

Comparing MCP security scanning and gateway products

A practical buyer's guide to MCP security gateways and scanners — evaluation criteria, honest strengths and gaps for real vendors, and where Safeguard fits.

Aug 5, 20268 min read
AI Security

Glossary of Model Context Protocol security terminology

A precise MCP security glossary covering clients, servers, resources vs. tools, tool poisoning, rug pulls, and the confused deputy problem — with real-world examples.

Aug 5, 20269 min read

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