AI Security
Refusal Rate Analysis: Griffin AI vs Mythos
A security AI that refuses too often is useless. One that refuses too rarely is dangerous. Griffin AI publishes calibrated refusal benchmarks; Mythos does not.
Feb 4, 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
How to Set Your Git Username and Email (and Why It Matters for Security)
Your Git username and email stamp every commit you make. Here is how to configure them correctly across global and per-repo scopes, and why they matter for trust and audit.
Feb 4, 20266 min read
AI Security
Does GitHub Copilot Use Your Code? IP and Licensing Questions Answered
Does GitHub Copilot steal your code, or just learn patterns from it? The honest answer depends on which setting you're using, what plan you're on, and whether the suggestion it hands back matches code it was trained on.
Feb 4, 20266 min read
AI Security
Securing LLM Applications: The OWASP Top 10 for Large Language Models
OWASP released its Top 10 for LLM Applications in August 2023, providing the first standardized framework for understanding and mitigating risks in AI-powered software.
Feb 4, 20265 min read
AI Security
AI Hallucinations Meet Package Confusion: A New Class of Supply Chain Attack
When LLMs hallucinate package names that don't exist, attackers can register them. This supply chain attack vector is already being exploited in the wild.
Feb 4, 20265 min read
AI Security
Enterprise LLM Budget Management Patterns
LLM spend forecasting is where finance teams meet AI engineering for the first time. The patterns that produce predictability are specific.
Feb 3, 20262 min read
AI Security
Griffin AI vs DeepSeek Coder for Security Review
DeepSeek Coder has become a favourite for code-focused workloads. This is how it compares to Griffin AI when the job is security review, not code generation.
Feb 3, 20266 min read
AI Security
Exploit Path Synthesis: Griffin AI vs Mythos
Finding a bug is not the same as proving it is exploitable. How Griffin AI synthesises concrete exploit paths and why pure-LLM scanners rarely get past the sketch stage.
Feb 3, 20266 min read
AI Security
Throughput At Scale: Griffin AI vs Mythos
Engine work parallelises cleanly. Model calls do not. We explain why Griffin AI's throughput scales with CPU while Mythos-class tools bottleneck on rate limits.
Feb 3, 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.