Tag
behavioral-analysis
Safeguard articles tagged "behavioral-analysis" — guides, analysis, and best practices for software supply chain and application security.
3 articles
AI Security
Why static scanners miss malicious AI agent skills
In April 2025, Invariant Labs showed a malicious MCP tool description could exfiltrate an SSH key — with zero suspicious code for a static scanner to flag.
Jul 8, 20266 min read
Software Supply Chain Security
Malicious Package Detection: Behavioral vs Signature-Base...
A side-by-side look at signature-based malicious package detection (like Endor Labs) versus behavioral analysis, using real npm attack timelines from Shai-Hulud to chalk/debug.
May 17, 20267 min read
Vendor Comparison
Socket.dev vs Phylum: which supply chain risk scanner fits your stack in 2026
How Socket.dev and Phylum compare on behavioral detection, ecosystem coverage, scoring transparency, and the developer ergonomics that decide adoption.
May 12, 20267 min read
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