Hi HN<p>I developed dbmask, an open-source Python tool designed to discover sensitive columns in SQL databases, masking them with deterministic fake values, and validate the masking results.<p>The motivation behind this tool stems from a common issue I encountered when handling test data: existing masking tools often assume the user already knows exactly which columns contain sensitive information. Furthermore, the successful completion of a masking task does not guarantee that <i>all</i> sensitive values have actually been replaced.<p>dbmask aims to integrate these steps into a unified workflow rather than treating them as three separate tasks.<p>During the detection phase, the tool makes determinations by combining column names, sampled values, database type&#x2F;context, historical de

  • 情报分类：技术价值、项目价值
  • 命中依据：SQL敏感数据脱敏工具，实用安全技术
  • 来源：Hacker News 新项目
  • 原作者：SiyuanFeng
  • 发布时间：2026/9/10 23:15:16