A Laravel package to scrub sensitive information that breaks operational security policies from being leaked on accident or not by developers.

MaskClaw项目构建了一套基于端侧多模态大模型的自进化隐私防护架构，通过视觉脱敏与硅基规则自进化，实现了 Agent 行为偏好与隐私防护策略的动态协同生长，确保了高危隐私数据在云端交互中的物理级安全与个体化适配。

A serverless AWS-based service to clean and validate email lists, featuring real-time monitoring and scalable architecture. Built with Node.js and AWS Step Functions.

Python package to make URL extraction, generalization, validation, and filtration easy.

A tool for linux devices to securely wipe their storage and make sensitive data unrecoverable.

Quantum-Stable Sanitization Protocol (Q-SSP). A non-deterministic data erasure tool utilizing ANU Quantum Vacuum Fluctuations. Verified Shannon Entropy: 7.997 bits/byte.

A robust data correction library for Kotlin/Java that automatically fixes common data validation issues (e.g., nulls, formatting, value mismatches) using annotation-driven correction logic.

Simple program for delete files with data rewriting (data sanitization)

A transparent, local-only tool to sanitize sensitive info for AI.

A program that checks and removes unwanted input ensuring that data conforms to security-related requirements.

A travel booking web application build with Node.js, Express.js, MongoDB, JavaScript, PUG, CSS

implementation of a simple, fast Unicode homoglyph normalization method to sanitize text by replacing visually similar characters (e.g., Cyrillic 'а' → Latin 'a'). Useful for spam filtering, input validation, and improving LLM robustness. Developed for SPELLL 2023.

NXErase is a secure deletion utility designed to protect sensitive data from theft, malware, and unauthorized recovery, specifically optimized for the era of Solid State Drives (SSDs), NVMe, and Full Disk Encryption.

Examples of improving data input sanitization in python using shlex

Simple, military-grade file and directory deletion tool.

Generate realistic, structurally identical fake data from real samples. Securely sanitize logs, JSON, CSV, and .env files for LLMs, teams, and public repos. Mirror your real data's shape while keeping it 100% synthetic and safe.

sanitize is a Go CLI that scrubs sensitive data from text streams, writes deterministic mapping files for reversible restoration, and works in pipelines. Supports names, emails, IPs, phones, hosts, MACs, UUIDs, addresses, company names, with auto map naming, short/long flags, and bash completion.

A platform for developers to connect with another developers, for making new connections, new friends. It's a backend project focused on learning Node.js, ExpressJS, and MongoDB

A lightweight toolkit for sanitizing, masking, and safely encoding user input across multiple languages.

The Food Surplus Management System (FSMS) is an enterprise-grade, full-stack ecosystem designed to solve the logistical "last-mile" challenge of food waste. The platform serves as a centralized clearinghouse for redistributing high-quality surplus food from commercial donors to verified humanitarian organizations.