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Stratos Shield: Bringing Accessibility to Cyber Security.

🚀 Inspiration

Security vulnerabilities cause massive data breaches every year, affecting millions of users.
We were inspired by AI-driven security analysis tools like GitHub Copilot, DeepCode, and CodeQL, but noticed a key issue—these tools provide text-heavy feedback that’s hard to interpret.
We wanted to create a visual, intuitive way to understand and fix vulnerabilities—thus, Stratos Shield was born.

🏰 What It Does

Stratos Shield is an AI-powered code security tool that:

Scans repositories for vulnerabilities using Gemini 2.0’s Flash Reasoning and GitHub’s API.
Visualizes security risks as a medieval castle—strong code = a fortress, weak code = crumbling walls.
Highlights risky lines of code and provides AI-generated security explanations & fixes.
Supports multiple programming languages and offers short & long-form security insights.

🛠️ How We Built It

Backend: Used Gemini 2.0’s API for AI-driven code analysis & reasoning.
Repository Integration: Connected with GitHub’s API to analyze real-world codebases.
Visualization: Built an interactive castle-based UI to dynamically reflect code security strength.
Multi-Language Support: Ensured compatibility with various programming languages for broad usability.

⚠️ Challenges We Ran Into

Integrating AI with security scanning—Ensuring Gemini’s reasoning model provided accurate, useful insights.
Designing an intuitive visualization—Translating security risks into a clear, engaging castle metaphor.
Optimizing performance—Ensuring real-time analysis & visualization updates without lag.

🎉 Accomplishments That We're Proud Of

Successfully integrated AI-powered security scanning with real-time visualization.
Built a fully functional prototype that analyzes vulnerabilities & provides AI-driven fixes.
Created a unique, engaging cybersecurity experience that gamifies security learning.

📚 What We Learned

The power of AI in security—AI models like Gemini can transform how developers understand security risks.
The importance of visualization—A strong UI/UX can make complex cybersecurity concepts accessible.
Balancing performance & accuracy—Ensuring fast AI analysis without sacrificing precision.

🔮 What’s Next for Stratos Shield

AI-Powered Attack Simulations – Show how a hacker might exploit vulnerabilities in real time.
Company-Wide Leaderboards – Gamify security by ranking developers based on security improvements.
Custom Castle Designs – Let users personalize their castle based on security history.
Continuous Security Monitoring – Automate real-time scans on every commit in GitHub.