AI Security
Sanitizer Detection: Griffin AI vs Mythos
A vulnerability that passes through a working sanitizer is not a vulnerability. Detecting that sanitizer accurately is the difference between actionable findings and noise.
Mar 18, 20265 min read
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Audit Trail Quality: Griffin AI vs Mythos
An audit trail is only useful if you can answer questions from it. Quality is not about volume — it's about the ability to reconstruct decisions after the fact.
Mar 18, 20264 min read
AI Security
AI Python Code Correctors: What They Catch and What They Miss
AI Python code correctors fix syntax and obvious bugs fast, but they miss the security and correctness issues that matter most. Here is where they help, where they fail, and how to use them safely.
Mar 18, 20266 min read
AI Security
Jailbreaking AI: How LLM Jailbreaks Work and How to Defend Against Them
Jailbreaking AI means getting a model to bypass its own safety guardrails. This guide explains how jailbreaks work conceptually, how they differ from prompt injection, and how to build layered defenses.
Mar 18, 20266 min read
AI Security
AI-BOM and ML-BOM: The State of Standards in 2026
Where AI-BOM and ML-BOM specifications stand in 2026, which formats have real adoption, and what to capture today even if the standards are still in motion.
Mar 18, 20265 min read
AI Security
GenAI Code Assistants and Package Hallucination: 2026 Update
LLM-suggested package names that do not exist are a registered attack vector in 2026. Here is where hallucination rates sit today and how to contain them.
Mar 18, 20267 min read
AI Security
How to Secure Docker Containers: A Practical Hardening Guide
A working checklist to secure Docker containers, from non-root users and minimal base images to capability drops, read-only filesystems, and image scanning.
Mar 18, 20267 min read
AI Security
OWASP Top 10 Training: A Practical Guide for Developers
What OWASP Top 10 training actually needs to cover in 2026 now that the 2025 list has landed, plus where to find free, developer-focused courses that stick.
Mar 18, 20267 min read
AI Security
The GPL License Explained: What It Means for Software Security
A practitioner's walkthrough of what the GPL license actually requires, why it matters for your dependency tree, and how it intersects with software security and compliance.
Mar 18, 20266 min read
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