DeepSeek-Vulnerability-Analyzer : Enhancing Burp Suite With AI-Powered Analysis

The DeepSeek-Vulnerability-Analyzer is an innovative extension for Burp Suite that leverages AI-driven capabilities to enhance vulnerability detection and analysis.

By integrating the DeepSeek API, this tool allows security researchers to identify vulnerabilities such as XSS and SQL injection with greater precision and efficiency.

Key Features And Setup Instructions

1. Custom Payload Integration:
   • Create two files, xss.txt and sqli.txt, in the plugin’s directory.
   • Store your custom test payloads in these files for XSS and SQL injection testing.
2. API Configuration:
   • Modify the provided Python script to include your DeepSeek API credentials: pythonself.DEEPSEEK_API_KEY = "sk-xxxxxx" # Replace with a valid API Key self.DEEPSEEK_API_URL = "https://api.deepseek.com/v1/chat/completions"
   • This ensures seamless communication with the DeepSeek platform for advanced AI analysis.
3. Loading the Extension:
   • Load the Python script (Ollama-DeepSeek-Burp-Plug.py) into Burp Suite via the Extender tab.
   • Configure the extension to utilize the DeepSeek model built by Ollama. Specify the model name, e.g., deepseek-r1:7b: pythonself.OLLAMA_API_URL = "http://x.x.x.x:11434/api/chat" self.OLLAMA_MODEL = "deepseek-r1:7b" # Specify the correct model
4. Workflow:
   • Once installed, researchers can right-click on HTTP requests or responses in Burp Suite (e.g., Proxy or Repeater) and send them to DeepSeek for analysis.
   • The results are stored as “Information-level” issues in Burp Suite, facilitating easy review and integration into existing workflows.

Benefits Of DeepSeek Integration

• AI-Driven Precision: DeepSeek uses advanced natural language processing and pattern recognition to identify vulnerabilities that traditional tools might miss.
• Customizable Payloads: Researchers can define their own payloads for targeted testing, enhancing flexibility.
• Streamlined Workflow: Asynchronous processing ensures that Burp Suite remains responsive during operations.
• Enhanced Coverage: The tool improves detection rates for complex vulnerabilities like logical flaws and sensitive data exposures.

While promising, this extension is still in beta, with some limitations such as occasional parsing errors or slow response times. Planned updates aim to address these issues and enhance functionality further.

For questions or support, users are encouraged to raise issues directly within the project’s repository.