https://github.com/rishika105/codeshield-ai

A GenAI-powered cybersecurity platform for developers that detects code vulnerabilities using models like VulBERTa, VulDeePecker, and GPT, and provides fixes with gamified learning features.
https://github.com/rishika105/codeshield-ai

Last synced: 25 days ago
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A GenAI-powered cybersecurity platform for developers that detects code vulnerabilities using models like VulBERTa, VulDeePecker, and GPT, and provides fixes with gamified learning features.

• Host: GitHub
• URL: https://github.com/rishika105/codeshield-ai
• Owner: rishika105
• Created: 2025-04-05T04:13:55.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2025-04-16T07:06:15.000Z (about 2 months ago)
• Last Synced: 2025-04-16T09:20:49.462Z (about 2 months ago)
• Language: JavaScript
• Homepage:
• Size: 6.07 MB
• Stars: 0
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 🛡️ CodeShield AI - GenAI Security Platform

CodeShield AI is a **GenAI-powered cybersecurity tool** built to help developers detect and fix code vulnerabilities in real-time. It uses advanced models like **VulBERTa**, **VulDeePecker**, and **OpenAI (GPT)** to analyze source code, explain risks, and generate secure alternatives — all wrapped in an interactive and gamified experience.

> 🎯 Built as a submission for **CodHer Hackathon 2025** to reimagine how developers learn and apply secure coding practices using AI.

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## 🚀 Features

- 🔍 **Multi-Model Vulnerability Detection**  

  Integrated with models like VulBERTa, VulDeePecker, and GPT via Hugging Face to identify security flaws with high precision.

- 🛠️ **Fix Suggestions & Secure Code Generation**  

  Provides intelligent explanations and auto-generated secure versions of vulnerable code.

- 🎮 **Gamification**  

  Includes XP, quests, badges, and leaderboards to make learning and fixing vulnerabilities fun and engaging.

- 💻 **Interactive Playground**  

  A live environment to test, visualize, and understand code vulnerabilities and fixes.

- 🔐 **Authentication System**  

  Role-based login/signup system built with Node.js and Express, ensuring secure and scalable user management.

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## 🧱 Tech Stack

| Component      | Tech Used                           |

|----------------|--------------------------------------|

| Frontend       | React.js + Tailwind CSS              |

| Backend        | Node.js + Express.js (Auth)          |

| AI/ML Models   | VulBERTa, VulDeePecker, GPT (Hugging Face, Open AI) |

| Model Backend  | Python + Flask                       |

| Database       | MongoDB                              |

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## 👩‍💻 Team HackHerWay – CodHer 2025

Made with passion and purpose to make code security **interactive**, **intelligent**, and **developer-friendly**.