Skip to main content

πŸ›‘οΈ Safe Share

Know what you’re sharing before you share it.

AI suggests. You decide.

Safe Share is a privacy-first AI security tool that helps users identify sensitive information before sharing logs, support tickets, error messages, code snippets, or other text with AI or external services.

It combines pattern-based detection with AI-powered contextual analysis to identify potentially sensitive information, suggest redactions, and create an approved safe copy.


🚨 The Problem

AI tools have become a part of everyday development and support workflows.

Developers and support teams often copy-paste:

  • Application logs
  • Support tickets
  • Error messages
  • Code snippets
  • Customer information
  • API responses
  • Debugging data

into AI assistants to get faster answers.

But these inputs can accidentally contain sensitive information such as:

πŸ”΄ Email addresses
πŸ”΄ Phone numbers
πŸ”΄ IP addresses
πŸ”΄ API keys
πŸ”΄ Access tokens
πŸ”΄ Session IDs
πŸ”΄ Customer IDs
πŸ”΄ Credentials
πŸ”΄ Internal infrastructure details
πŸ”΄ Confidential business information

The problem is simple:

People want the help of AI, but they don’t always know what they’re exposing.

Even a single accidentally shared token, credential, or customer identifier can become a serious security and privacy risk.


πŸ’‘ Our Solution

Safe Share adds a privacy checkpoint before sensitive information reaches AI or an external service.

Instead of directly copying:

Your Data β†’ AI

Safe Share introduces:

Your Data β†’ Safe Share β†’ Detect β†’ Review β†’ Redact β†’ Verify β†’ AI

The user stays in control of what gets shared.


⚑ How Safe Share Works

1️⃣ Paste

Paste a support ticket, log, error message, code snippet, or any text you want to share.

2️⃣ Detect

Safe Share combines:

Pattern-based detection + AI-powered analysis

to identify potentially sensitive information.

3️⃣ Review

Detected information is highlighted and categorized by risk.

Example:

Email          β†’ HIGH
API Token      β†’ HIGH
IP Address     β†’ MEDIUM
Customer ID    β†’ MEDIUM

Built with

pythonhtmlreactnode.jsgithubgemmaollamahtml5

Prize Categories Entered

  • DDeepmind Google

    Best Use of Gemma 4

    Submitted
  • DigitalOcean

    Best Open-Source AI Project

    Submitted