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AI Security

Tool-Call Privilege Escalation In Practice

When an agent can call tools, the permission boundary is no longer between the user and the system. It is between the model's current beliefs and everything the model can reach. That is a much harder boundary to defend.

Feb 8, 20268 min read
AI Security

Griffin AI vs Gemini Function Calling: Security

Gemini's function calling is strong and flexible. Griffin AI's tool layer is narrow and opinionated. For security workflows, the opinionated approach wins.

Feb 8, 20268 min read
AI Security

RBAC & Scoping: Griffin AI vs Mythos

An AI that reads your security data needs the same access controls as a human analyst. Most pure-LLM vendors stop at the role name. Safeguard enforces the scope.

Feb 8, 20267 min read
AI Security

MCP Server Multi-Tenant Isolation

Practical guidance on isolating tenants on shared Model Context Protocol servers, covering identity, data, compute, and observability boundaries at production scale.

Feb 8, 20267 min read
AI Security

AI Model Weights: Signing, Attestation, Provenance

Model weights are binaries with the privilege of code and the review of documents. Here is what signing, attestation, and provenance should actually look like.

Feb 8, 20267 min read
Emerging Technology

GitLab OIDC Token Theft: Workflow Research

GitLab CI OIDC tokens are becoming the keys to cloud kingdoms. Recent research shows how workflow misconfigurations leak them in surprising ways.

Feb 8, 20268 min read
SBOM

SBOM Enrichment and Vulnerability Correlation: Turning Inventory into Intelligence

A raw SBOM is a parts list. An enriched SBOM is a risk assessment. Here's how to bridge the gap.

Feb 8, 20266 min read
Open Source Security

What is a Package Manager

Package managers like npm and pip automate dependency resolution — and have been the entry point for incidents from event-stream to the xz-utils backdoor.

Feb 8, 20267 min read
Cloud Security

How to set up AWS Organizations Service Control Policies

A practical, command-by-command guide to AWS Organizations SCP setup — from enabling policy types to real guardrail examples, rollout, and troubleshooting.

Feb 8, 20268 min read
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