🔐 Code Vulnerability Detector

Deteksi celah keamanan dalam kode secara otomatis menggunakan AI. Model akan menganalisis kode dan memberikan laporan terstruktur berisi jenis vulnerability, tingkat bahaya, penjelasan, dan saran perbaikan.

Model: Qwen2.5-Coder-0.5B (fine-tuned on CyberNative Security Dataset)

🌐 Programming Language

📝 Code to Analyze

📚 Load Example

📋 Security Report

📊 Model Performance

Metric	Value
Accuracy	62%
Training Samples	4,187
Supported Languages	11
Model Size	0.5B params

Dataset: CyberNative/Code_Vulnerability_Security_DPO
Method: LoRA fine-tuning via MLX-LM (Apple Silicon)