AI-Powered Code Vulnerability Scanner is an intelligent security extension that provides real-time vulnerability detection and AI-driven fixes as you write code. Designed to seamlessly integrate into popular development environments, this tool enhances security without disrupting developer workflows.
🔗 Links:
- VS Code Marketplace: Install the Extension
- Prototype Deck: View Here
- YouTube Video Demonstration: Watch Here
- Automatically scans and highlights security issues as you write code.
- Provides immediate feedback, reducing the need for post-development security audits.
- Offers AI-generated solutions for detected vulnerabilities with a single click.
- Fixes issues based on best security practices, including OWASP Top 10 and SANS Top 25.
- Compatible with VS Code, Eclipse, Android Studio, and Xcode.
- Supports multiple programming languages:
- Web & Backend: JavaScript, TypeScript, Python, Java, .NET
- Mobile Development: Android (Java/Kotlin), iOS (Swift)
- Identifies OWASP Top 10 vulnerabilities, including SQL Injection, XSS, and insecure authentication.
- Detects logical security flaws beyond standard static analysis tools.
- Allows security teams to define custom vulnerability detection rules.
- Provides flexibility to fine-tune security checks based on project-specific requirements.
- Generates reports on detected vulnerabilities, severity levels, and recommended fixes.
- Export reports for compliance audits and security reviews.
- Open VS Code and navigate to Extensions Marketplace.
- Search for "AI-Powered Code Vulnerability Scanner".
- Click Install and enable the extension.
- Start coding! The scanner will automatically detect vulnerabilities.
- Download the respective extension/plugin from the official store.
- Install and activate the plugin in the IDE.
- The scanner will start analyzing code in real-time.
- Open any source code file in your preferred IDE.
- The extension will automatically highlight potential vulnerabilities.
- Click on the warning to view detailed explanations.
- Click "Fix with AI" next to the detected vulnerability.
- Review the AI-generated fix suggestion.
- Apply the fix with a single click.
- Navigate to the Settings panel of the extension.
- Define custom vulnerability detection rules based on security needs.
- Save changes to apply customized scanning.
- Static Code Analyzer: Scans code in real-time to detect vulnerabilities.
- AI Suggestion Engine: Uses trained AI models to suggest security fixes.
- IDE Plugin Interface: Seamlessly integrates into VS Code, Eclipse, and more.
- Custom Rule Manager: Allows security teams to define specific vulnerability checks.
- Security Reporting Module: Generates insights and compliance-ready reports.
- Code Scanning: The extension continuously monitors code in real time.
- Vulnerability Detection: Identifies security flaws based on predefined and AI-enhanced rules.
- AI-Generated Fixes: Provides automated code suggestions to remediate vulnerabilities.
- Developer Review & Application: Developers review and apply fixes instantly.
- Opening the Extension:
- The tool is accessible from the IDE’s sidebar for easy navigation.
- Real-Time Scanning in Action:
- As a developer types, vulnerabilities are instantly flagged.
- Fixing a Vulnerability with AI:
- Example: An insecure API request is detected and auto-fixed.
- Customizing Security Settings:
- Security teams can set custom vulnerability detection rules.
- 52,000+ new vulnerabilities were reported in 2024 alone.
- $4.88 million is the average cost of a data breach.
- 30% of security incidents occur due to insecure coding practices.
- Developers need security solutions that integrate seamlessly into their workflow.
- Traditional code security audits are expensive and time-consuming.
- AI-driven, real-time vulnerability scanning can reduce security risks by 70%.
- Integration with CI/CD Pipelines to enforce security checks during deployment.
- Support for Additional Languages, including Go, Rust, and PHP.
- Threat Intelligence Integration for real-time security threat updates.
This project is licensed under the MIT License – free to use and modify.
For issues, suggestions, or collaboration opportunities, feel free to reach out:
📧 Email: itisvijaysingh@gmail.com\