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AI Security

AI Model Weight Tampering Detection Techniques

Weight-level tampering leaves cryptographic and statistical fingerprints. Here is what current research says about detecting a modified checkpoint before it reaches inference.

Jan 29, 20268 min read
Open Source Security

npm Provenance Statements in Practice (2026)

A practical look at npm provenance in 2026: what statements prove, how to publish them from CI, and where they quietly fail when teams treat them as magic.

Jan 22, 20266 min read
AI Security

AI Code-Generation Audit Trail Patterns

When AI writes code that ships to production, the audit trail is a compliance requirement, not a nice-to-have. Patterns for capturing it without killing velocity.

Jan 5, 20268 min read
AI Security

AI Model Watermarking and Provenance

Watermarking and provenance are the two most confused terms in AI security. A practical breakdown of what each actually does, where the 2025 techniques break, and what to ship in the meantime.

Nov 25, 20257 min read
Open Source Security

npm Provenance: Adoption Tracking in Late 2025

Two and a half years after npm provenance launched, adoption is climbing but uneven. Here is the late-2025 picture across the top packages and frameworks.

Nov 12, 20254 min read
Build Security

Software Provenance: An End-to-End Guide

Provenance answers where software came from and how it was built. Here is how to implement end-to-end provenance tracking from source to deployment.

Nov 5, 20256 min read
DevSecOps

How to Validate SLSA Provenance in CI

Generate and validate SLSA v1.0 provenance attestations in GitHub Actions using slsa-verifier, gate releases on builder identity, and prove build integrity.

Sep 14, 20244 min read
Open Source Security

OSS Trademark Policies: Security Angle

Trademarks matter in open source security because they are the signal of authentic origin. When trademark policies fail, typosquatting, impostor forks, and compromised builds follow.

Aug 10, 20247 min read
Open Source Security

How to Publish an npm Package With Provenance

A step-by-step tutorial for publishing npm packages with provenance attestations so your consumers can cryptographically verify the build source.

Mar 8, 20246 min read
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