AI Security
What is AI Model Supply Chain Security
Model weights are executable artifacts, not data. Here's how AI model supply chain attacks work, from pickle exploits to weight tampering, and how to stop them.
Mar 4, 20267 min read
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Supply Chain Security, in plain English.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
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RAG Poisoning In The Wild: Trend Watch
Retrieval-augmented generation was the 2024 success story. 2026 is when RAG poisoning moved from research to production incidents.
Mar 3, 20262 min read
AI Security
Transitive Fix Cascades: Griffin AI vs Mythos
A vulnerable transitive dependency may require upgrading an ancestor. Griffin AI computes the cascade; Mythos-class tools often stop at the first level.
Mar 3, 20267 min read
AI Security
What is Model Context Protocol (MCP) Security
MCP security explained: how tool poisoning, rug pulls, and 2025's critical CVEs (mcp-remote, MCP Inspector) put AI agents at risk—and how to defend against them.
Mar 3, 20267 min read
AI Security
What is AI Agent Security
AI agent security explained: how autonomous AI agents get attacked through prompt injection, tool poisoning, and exposed MCP servers, and how to stop it.
Mar 3, 20267 min read
AI Security
Risks of AI-Generated Code
AI coding assistants now write nearly half of some codebases—and research shows 45% of that code ships with exploitable flaws. Here's what security teams need to know.
Mar 3, 20267 min read
AI Security
What is Vibe Coding (and Its Security Risks)
Vibe coding lets AI write entire apps from a prompt with little human review — here's what it is, real incidents it's caused, and how to detect the risk.
Mar 3, 20267 min read
AI Security
EU AI Act Alignment: Griffin AI vs Mythos
EU AI Act enforcement began in 2026. Vendors sold as "AI security tools" are now high-risk systems with documentation obligations. The shape of the documentation matters.
Mar 2, 20264 min read
AI Security
Version-Aware Resolution: Griffin AI vs Mythos
A vulnerability in version 1.2.0 may not affect your 1.3.5 install if the fix reshaped the call signature. Version-aware resolution is where deterministic engines beat pure-LLM heuristics.
Mar 2, 20265 min read
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