I Built an Open-Source Toolkit for AI Watermark & Provenance Forensics

说明与用途

ClaudeMark 是一个本地、开源的 AI 水印与来源取证工具，集成统计信号、不可见 Unicode、元数据检查、安全审计和清理功能，帮助开发者在本地分析 AI 生成的内容。

问题

Investigating AI-generated content for provenance, metadata, and hidden signals without sending files to external services.

结果

ClaudeMark enables developers to locally inspect AI-generated artifacts, identify forensic signals, audit security, and sanitize metadata while keeping data on the machine.

工作流

• 1. Install ClaudeMark from GitHub.
• 2. Run the CLI or API to input files or content.
• 3. The detection pipeline analyzes AI signals, Unicode characters, and metadata/provenance layers.
• 4. Review forensic results and optional security audit findings.
• 5. Optionally sanitize selected metadata artifacts before further use.

证据

ClaudeMark is an open-source, local-first toolkit for AI watermark and provenance forensics.

来源

The goal is simple: Your files stay on your machine.

来源