ai-security
Safeguard articles tagged "ai-security" — guides, analysis, and best practices for software supply chain and application security.
532 articles
Context Window Limits: Griffin AI vs Mythos
Context-window size matters less than context quality. A look at how Griffin AI's engine-grounded context beats pure-LLM retrieval at monorepo scale.
What is AI Security
AI security protects models, training data, and agentic systems from prompt injection, poisoning, and unsafe autonomy — here's what it covers and how to build a program.
What is LLM Security
LLM security protects model weights, prompts, outputs, and the AI supply chain from injection, leakage, and compromise—here's what it covers and how to defend it.
Model Substitution Risk In Enterprise Deployments
The model you think you're calling might not be the model that returns. Model substitution is a quiet supply chain risk that deserves explicit controls.
NIST AI RMF Cybersecurity Profile (NIST IR 8596 Draft)
NIST released the preliminary draft Cybersecurity Framework Profile for AI (NIST IR 8596) in December 2025, addressing the intersection of AI and cybersecurity from three angles.
Remediation SLA Tracking Without Spreadsheets
Tracking remediation SLAs in spreadsheets is how programmes drift. Here is how to track SLAs in the same system that finds, fixes, and merges vulnerabilities.
What is Prompt Injection
Prompt injection is OWASP's #1 LLM risk. Learn how it works, real CVEs like EchoLeak, and how to detect and defend against it.
AI-Based Security: What the Label Actually Means on a Product Page
AI-based security is used to describe everything from a genuinely trained detection model to a marketing rewrite of a rules engine. Here's how to tell what you're actually buying.
Direct vs Indirect Prompt Injection
Direct and indirect prompt injection are different attack vectors with different blast radii. Real 2025 CVEs like EchoLeak show why the distinction matters.
What is LLM Jailbreaking
LLM jailbreaking bypasses AI safety guardrails through techniques like DAN prompts, Crescendo, and Skeleton Key — here's how it works and how to defend against it.
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.
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.