VulnDetect AI

AI-Powered Code Vulnerability Detection

Leveraging state-of-the-art Transformer models to identify security flaws in your source code with unparalleled accuracy.

// Example vulnerable code
function login(username, password) {
    const query = `SELECT * FROM users 
                   WHERE username = '${username}' 
                   AND password = '${password}'`;
    
    // SQL Injection vulnerability
    return db.query(query);
}

// Buffer overflow vulnerability
void copyString(char *dest, char *src) {
    strcpy(dest, src); // No bounds checking
}

// XSS vulnerability
app.get('/search', (req, res) => {
    const query = req.query.q;
    res.send(`<h1>Results for: ${query}</h1>`);
});
AI Detection

Code Vulnerability Scanner

Paste your source code below to analyze for security vulnerabilities

Advanced Vulnerability Detection

Our ensemble of Transformer models provides comprehensive security analysis for your codebase

Transformer Models

Combines CodeBERT, RoBERTa, and BERT models for superior vulnerability detection across multiple programming languages.

  • Context-aware analysis
  • Semantic understanding
  • Pattern recognition

Ensemble Learning

Weighted voting ensemble combines predictions from multiple models to improve accuracy and reduce false positives.

  • Higher precision
  • Better recall
  • Robust predictions

Comprehensive Metrics

Detailed performance evaluation with precision, recall, accuracy, and AUC-ROC metrics for transparent results.

  • Model comparison
  • Confidence scores
  • Visual analytics

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