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Agentic 规则演进，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.

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

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.

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

AutoTable is a specialized SaaS application engineered for high-efficiency spreadsheet sanitization.

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)

Simple, military-grade file and directory deletion tool.

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

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.

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

📦 A lightweight utility for redacting, masking, and randomizing sensitive or structured data in JavaScript/TypeScript.

Examples of improving data input sanitization in python using shlex

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.

Privacy-first desktop tool to strip GPS, author, device & software metadata from 25+ file formats. Built with Tauri v2 + Rust. 100% offline, no accounts.

Quantum-Resistant Verifiable Erasure Framework (QRVEF): A high-performance Python middleware for crypto-shredding, NIST SP 800-88 compliance, and impervious memory protection.

Production-grade MLOps reference pipeline moving from defensive, leakage-protected EDA and statistical sanitization to real-time model serving via a schema-validated FastAPI microservice.