World's most advanced database DevSecOps solution for Developer, Security, DBA and Platform Engineering teams. The GitHub/GitLab for database DevSecOps.

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.

SQL 审核查询平台

Database anonymization and test data management

Privacy proxy for your OpenAI requests

BENERATOR is a leading software solution to generate, obfuscate, pseudonymize and migrate data for development, testing, and training purposes with a model-driven approach.

A free data masking and/or anonymizer library

Never give AI companies your secrets! A local LLM-based privacy filter for LLM users. Seamless integration with your existing AI tools as a Python library / OpenAI SDK replacement / API Gatetway / Web Server.

A mysqldump anonymizer

Clonio is a GDPR and PII compliant CLI that clones production databases into your test, dev and CI stages with automatic anonymization.

Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.

Ready-to-run examples showing NoPII PII protection with OpenAI, Anthropic, LangChain, LlamaIndex, and more

已经合入(apache/incubator-kyuubi) ACL Management for Apache Spark SQL with Apache Ranger.

Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preserving, and domain-aware. Includes Python APIs, XML pipelines, and MCP/IDE integration to orchestrate realistic datasets for finance, healthcare, and other regulated environments.

Simple yet powerful tool for identifying and anonymizing personal information in various formats.

Rust derive macro for redacting sensitive data in std::fmt::Debug

M.E.D. - A Rust powered command-line data masking, encryption, and decryption tool

A lightweight javascript library for manual data masking

This framework allow users to configure some data masking operations on Salesforce environments.

Kotlin library for shuffling lists too big for memory or for ID obfuscation. Using bijective integer permutations with fast cycle-walking hash mixing.