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

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 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.

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

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

Secure data-wiping CLI & web utility for HDD/SSD/NVMe/USB/Android — NIST/DoD-compliant erasure, a custom randomized-encryption crypto-erase pass, and blockchain-anchored, QR-verifiable certificates of destruction.

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

Simple, military-grade file and directory deletion tool.

Local-first sanitizer for scripts, logs, prompts, and support text — clean secrets, hostnames, and org-specific terms on your device before sharing. PowerShell-aware Portfolio-code mode keeps sanitized code readable. Windows, Linux, and a live browser demo.

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

Secure free-space sanitizer for Windows. Wipes deleted-file remnants, keeps your files. Zero-dependency Rust

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

🌫️🔥💀🦀 Smog — Turn data into unreadable noise. Destroy it securely.