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AI Security

Prompt Injection as a Supply Chain Risk in 2026

Prompt injection stopped being an LLM curiosity the moment agents started committing code. It is now a software supply chain risk and should be modeled as one.

Jan 24, 20267 min read
AI Security

AI Cybersecurity Glossary: Key Machine Learning & Security Terms

A defender's glossary of AI security terms — prompt injection, model poisoning, AI-BOM, adversarial ML — with dated, real-world incidents behind each one.

Jan 24, 20268 min read
AI Security

What is Navigating AI for Source Code Analysis

AI source code analysis pairs LLMs with static analysis to cut false positives and speed triage -- but reachability data still decides what's real.

Jan 24, 20267 min read
AI Security

SPDX Coverage: Griffin AI vs Mythos

SPDX is the format auditors ask for, the format regulators reference, and the format most enterprise procurement teams standardize on. Griffin AI treats it as a first-class graph. Mythos-class tools treat it as a long document.

Jan 23, 20267 min read
AI Security

Griffin AI vs Gemini Code Assist: Security

Gemini Code Assist makes developers faster. But faster is not safer. Here's how Griffin AI layers a security engine onto the same developer workflow.

Jan 23, 20267 min read
AI Security

Instruction/Data Conflation: Why Prompt Injection Persists

Prompt injection is not a vulnerability that will be patched. It is what happens when a system cannot distinguish the instructions it is supposed to follow from the data it is supposed to process.

Jan 23, 20267 min read
AI Security

MCP Server Discovery Protocol Security

MCP server discovery turns a client connection string into a live capability graph. The protocol mechanics that make this convenient also widen the blast radius when discovery is spoofed, tampered with, or silently reshaped mid-session.

Jan 22, 20266 min read
AI Security

Taint Propagation: Griffin AI vs Mythos Approaches

Taint tells you whether attacker data actually reaches a sink. Griffin AI propagates it; Mythos-class tools infer it. The difference shows up fast.

Jan 22, 20266 min read
AI Security

FedRAMP HIGH Posture: Griffin AI vs Mythos

FedRAMP HIGH demands 421 controls with documented, continuous evidence. Griffin AI produces control-mapped records every day. Mythos-class pure-LLM tools cannot fill a 3PAO evidence package.

Jan 22, 20266 min read

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