Technical Architecture

🖥️ 2.1 System Components

FIXIFY is composed of the following key modules:

1. Smart Contract Analyzer

   • Extracts security-related features from source code and bytecode.

   • Identifies patterns that match known vulnerabilities.

2. Vulnerability Detection Module

   • Uses a pre-trained AI model to scan for security risks.

   • Flags critical issues such as reentrancy, unchecked calls, and logic errors.

3. Automated Patch Generator

   • Suggests secure coding practices and auto-fixes.

   • Implements contract upgrade mechanisms while maintaining Solana compatibility.

4. Interactive Report & Fix Application

   • Generates real-time audit reports.

   • Provides a one-click fix mechanism for developers.

🤖 2.2 AI-Powered Detection

FIXIFY utilizes Machine Learning & Static Analysis to detect vulnerabilities. It processes:

• Feature extraction from Solana bytecode.

• Risk assessment using Decision Trees and SVM models.

• Pattern recognition based on known attack vectors.