AI Zero-Day Scanner

What It Does

Installation

pip install transformers rich pygments

Usage

python ai_zero_day_scanner.py --path example.py

python ai_zero_day_scanner.py --path ./my_project

python ai_zero_day_scanner.py --path example.py --output report.txt

Source Code

import os
import argparse
from transformers import pipeline
from rich.console import Console
from rich.table import Table
from pygments import highlight
from pygments.lexers import PythonLexer
from pygments.formatters import TerminalFormatter

# Initialize Rich console
console = Console()

def analyze_code(file_path):
    """Analyze a single file for vulnerabilities."""
    if not os.path.isfile(file_path):
        raise FileNotFoundError(f"File not found: {file_path}")

    try:
        with open(file_path, 'r') as f:
            code = f.read()
    except Exception as e:
        raise RuntimeError(f"Error reading file {file_path}: {e}")

    # Mockable AI model pipeline for code analysis
    vulnerability_detector = pipeline("text-classification", model="distilbert-base-uncased")

    # Analyze the code
    results = vulnerability_detector(code, truncation=True)

    return results

def generate_report(results, output_path=None):
    """Generate a vulnerability report."""
    table = Table(title="Vulnerability Report")
    table.add_column("Line", justify="right", style="cyan")
    table.add_column("Severity", style="magenta")
    table.add_column("Description", style="white")

    for result in results:
        table.add_row(str(result.get('line', 'N/A')), result['label'], str(result['score']))

    if output_path:
        try:
            with open(output_path, 'w') as f:
                f.write(str(table))
        except Exception as e:
            raise RuntimeError(f"Error writing report to {output_path}: {e}")

if __name__ == "__main__":
    parser = argparse.ArgumentParser(description="AI Zero-Day Scanner")
    parser.add_argument('--path', required=True, help="Path to file or directory to scan")
    parser.add_argument('--output', help="Path to save the output report")

    args = parser.parse_args()

    if os.path.isdir(args.path):
        files = [os.path.join(args.path, f) for f in os.listdir(args.path) if f.endswith('.py')]
    else:
        files = [args.path]

    all_results = []
    for file in files:
        try:
            console.print(f"Analyzing {file}...", style="bold green")
            results = analyze_code(file)
            all_results.extend(results)
        except Exception as e:
            console.print(f"Error analyzing {file}: {e}", style="bold red")

    if all_results:
        generate_report(all_results, args.output)
        console.print("Vulnerability report generated successfully.", style="bold green")
    else:
        console.print("No vulnerabilities found or no files analyzed.", style="bold yellow")