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
Resources
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.
Filter
Articles
RSS feedAI 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
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
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
What is Training Data Poisoning
Training data poisoning corrupts an ML model's training data to plant hidden backdoors. Learn how it works, real incidents, and how to detect it.
Mar 2, 20266 min read
AI Security
Slopsquatting (AI package hallucination attack)
Slopsquatting exploits AI coding assistants that hallucinate nonexistent package names, which attackers then register as real, malicious packages.
Mar 2, 20266 min read
AI Security
What is a Model Inversion Attack
Model inversion attacks reconstruct sensitive training data from a model's outputs. Learn how they work, real cases, and how to defend your ML APIs.
Mar 2, 20267 min read
AI Security
What is Adversarial Machine Learning
Adversarial machine learning exploits model decision boundaries via evasion, poisoning, extraction, and inference attacks -- here's how it works and how to defend against it.
Mar 2, 20266 min read
Stay informed
Weekly insights on software supply chain security, delivered to your inbox.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.