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griffin-ai

Safeguard articles tagged "griffin-ai" — guides, analysis, and best practices for software supply chain and application security.

180 articles

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

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

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
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

Adversarial Resistance: Griffin AI vs Mythos

Griffin AI reports 98-100% hold rate against adversarial probes. Most Mythos-class tools have never published an adversarial number at all.

Jan 21, 20267 min read
AI Security

Deserialization Vulnerabilities: Griffin AI vs Mythos

Unsafe deserialization looks obvious on a slide and impossible on a real codebase. Sinks are language-specific, gadgets live in third-party libraries, and the tainted byte can arrive wrapped in six layers of framework ceremony. Griffin's engine-plus-LLM design handles each of those concerns separately; Mythos-style pure-LLM scanners blur them into pattern-matching.

Jan 20, 20267 min read
AI Security

Griffin AI vs Cohere Command for SecOps

Jan 19, 20267 min read
AI Security

The Disproof Step: Griffin AI vs Mythos

Most AI bug hunters skip the hardest step: trying to kill their own findings. Here is why Griffin AI's disproof pass is the single biggest lever on false-positive rate.

Jan 19, 20265 min read
AI Security

Model Tiering Strategy: Griffin AI vs Mythos

Opus for reasoning, Sonnet for drafting, Haiku for scale. We break down when each tier earns its keep and why single-model architectures cannot compete.

Jan 19, 20266 min read
AI Security

Griffin AI vs Mistral Large for Remediation

Mistral Large is a strong reasoning model, but remediation is more than generating a diff. We look at what Griffin AI adds for production fix workflows.

Jan 18, 20267 min read
AI Security

SSO & SCIM: Griffin AI vs Mythos

Enterprise identity is not a paywall. It is the substrate on which every other security control depends, and it is where Mythos-class vendors quietly fall behind.

Jan 18, 20267 min read
AI Security

Griffin AI vs Claude Opus for Triage

Griffin uses Claude Opus as its deepest reasoning engine. Here's what triage looks like with Opus alone versus Opus running inside Griffin's eval harness.

Jan 17, 20267 min read
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