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script for comparison with checkov and trivy
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‎scripts/compare_tools.py‎

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"""
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Tool Comparison Script
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Compares TerraSecure vs Checkov vs Trivy
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"""
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import json
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import sys
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from pathlib import Path
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from collections import defaultdict
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def load_terrasecure(filepath):
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"""Load TerraSecure results"""
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try:
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with open(filepath, 'r', encoding='utf-8') as f:
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data = json.load(f)
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issues = data.get('issues', [])
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stats = {
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'total': len(issues),
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'critical': sum(1 for i in issues if i.get('severity', '').upper() == 'CRITICAL'),
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'high': sum(1 for i in issues if i.get('severity', '').upper() == 'HIGH'),
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'medium': sum(1 for i in issues if i.get('severity', '').upper() == 'MEDIUM'),
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'low': sum(1 for i in issues if i.get('severity', '').upper() == 'LOW'),
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}
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return {
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'tool': 'TerraSecure',
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'total_issues': stats['total'],
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'critical': stats['critical'],
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'high': stats['high'],
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'medium': stats['medium'],
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'low': stats['low'],
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'ml_enabled': True,
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'ai_enabled': True,
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'issues': issues
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}
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except Exception as e:
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print(f"Error loading TerraSecure results: {e}")
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return None
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def load_checkov(filepath):
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"""Load Checkov results"""
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try:
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with open(filepath, 'r', encoding='utf-8') as f:
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data = json.load(f)
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results = data.get('results', {})
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failed_checks = results.get('failed_checks', [])
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severity_map = defaultdict(int)
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for check in failed_checks:
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severity = check.get('check_result', {}).get('result', {}).get('severity', 'MEDIUM')
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severity_map[severity.upper()] += 1
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return {
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'tool': 'Checkov',
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'total_issues': len(failed_checks),
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'critical': severity_map.get('CRITICAL', 0),
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'high': severity_map.get('HIGH', 0),
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'medium': severity_map.get('MEDIUM', 0),
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'low': severity_map.get('LOW', 0),
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'ml_enabled': False,
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'ai_enabled': False,
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'issues': failed_checks
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}
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except Exception as e:
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print(f"Error loading Checkov results: {e}")
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return None
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def load_trivy(filepath):
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"""Load Trivy results"""
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try:
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with open(filepath, 'r', encoding='utf-8') as f:
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data = json.load(f)
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results = data.get('Results', [])
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all_misconfigs = []
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for result in results:
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misconfigs = result.get('Misconfigurations', [])
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all_misconfigs.extend(misconfigs)
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severity_map = defaultdict(int)
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for m in all_misconfigs:
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severity = m.get('Severity', 'MEDIUM')
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severity_map[severity.upper()] += 1
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return {
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'tool': 'Trivy',
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'total_issues': len(all_misconfigs),
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'critical': severity_map.get('CRITICAL', 0),
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'high': severity_map.get('HIGH', 0),
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'medium': severity_map.get('MEDIUM', 0),
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'low': severity_map.get('LOW', 0),
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'ml_enabled': False,
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'ai_enabled': False,
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'issues': all_misconfigs
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}
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except Exception as e:
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print(f"Error loading Trivy results: {e}")
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return None
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def print_comparison(results):
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"""Print comparison table"""
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print("\n" + "="*80)
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print("TOOL COMPARISON RESULTS".center(80))
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print("="*80 + "\n")
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# Summary table
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print(f"{'Metric':<20} {'TerraSecure':<15} {'Checkov':<15} {'Trivy':<15}")
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print("-" * 80)
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terrasecure = next((r for r in results if r['tool'] == 'TerraSecure'), None)
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checkov = next((r for r in results if r['tool'] == 'Checkov'), None)
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trivy = next((r for r in results if r['tool'] == 'Trivy'), None)
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if terrasecure:
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print(f"{'Total Issues':<20} {terrasecure['total_issues']:<15} {checkov['total_issues'] if checkov else 'N/A':<15} {trivy['total_issues'] if trivy else 'N/A':<15}")
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print(f"{'Critical':<20} {terrasecure['critical']:<15} {checkov['critical'] if checkov else 'N/A':<15} {trivy['critical'] if trivy else 'N/A':<15}")
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print(f"{'High':<20} {terrasecure['high']:<15} {checkov['high'] if checkov else 'N/A':<15} {trivy['high'] if trivy else 'N/A':<15}")
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print(f"{'Medium':<20} {terrasecure['medium']:<15} {checkov['medium'] if checkov else 'N/A':<15} {trivy['medium'] if trivy else 'N/A':<15}")
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print(f"{'Low':<20} {terrasecure['low']:<15} {checkov['low'] if checkov else 'N/A':<15} {trivy['low'] if trivy else 'N/A':<15}")
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print("-" * 80)
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print(f"{'ML Powered':<20} {'✓ YES':<15} {'✗ NO':<15} {'✗ NO':<15}")
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print(f"{'AI Explanations':<20} {'✓ YES':<15} {'✗ NO':<15} {'✗ NO':<15}")
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print("="*80 + "\n")
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# Calculate overlap
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if terrasecure and checkov:
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print("\nOVERLAP ANALYSIS:")
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print("-" * 80)
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print(f"TerraSecure unique findings: {terrasecure['total_issues'] - checkov['total_issues']}")
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print(f"Checkov unique findings: {checkov['total_issues'] - terrasecure['total_issues']}")
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print(f"Estimated overlap: ~{min(terrasecure['total_issues'], checkov['total_issues'])} issues")
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print("\n" + "="*80 + "\n")
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def main():
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if len(sys.argv) < 2:
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print("Usage: python compare_tools.py <terrasecure.json> [checkov.json] [trivy.json]")
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sys.exit(1)
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results = []
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# Load TerraSecure
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if len(sys.argv) >= 2:
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ts_result = load_terrasecure(sys.argv[1])
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if ts_result:
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results.append(ts_result)
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# Load Checkov
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if len(sys.argv) >= 3:
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ck_result = load_checkov(sys.argv[2])
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if ck_result:
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results.append(ck_result)
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# Load Trivy
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if len(sys.argv) >= 4:
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tv_result = load_trivy(sys.argv[3])
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if tv_result:
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results.append(tv_result)
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if results:
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print_comparison(results)
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else:
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print("No results to compare!")
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sys.exit(1)
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if __name__ == "__main__":
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main()

‎scripts/create_comparison_report.py‎

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"""
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Create visual comparison report
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"""
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import json
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import sys
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from datetime import datetime
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def create_html_report(terrasecure_file, checkov_file, trivy_file):
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"""Create HTML comparison report"""
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# Load results
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with open(terrasecure_file, 'r') as f:
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ts_data = json.load(f)
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try:
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with open(checkov_file, 'r') as f:
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ck_data = json.load(f)
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ck_count = len(ck_data.get('results', {}).get('failed_checks', []))
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except:
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ck_count = 0
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try:
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with open(trivy_file, 'r') as f:
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tv_data = json.load(f)
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tv_count = sum(len(r.get('Misconfigurations', [])) for r in tv_data.get('Results', []))
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except:
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tv_count = 0
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ts_issues = ts_data.get('issues', [])
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ts_count = len(ts_issues)
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ts_critical = sum(1 for i in ts_issues if i.get('severity', '').upper() == 'CRITICAL')
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ts_high = sum(1 for i in ts_issues if i.get('severity', '').upper() == 'HIGH')
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ts_medium = sum(1 for i in ts_issues if i.get('severity', '').upper() == 'MEDIUM')
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html = f"""
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<!DOCTYPE html>
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<html>
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<head>
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<title>Tool Comparison Report</title>
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<style>
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body {{ font-family: Arial, sans-serif; margin: 40px; background: #f5f5f5; }}
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.container {{ max-width: 1200px; margin: 0 auto; background: white; padding: 30px; border-radius: 8px; box-shadow: 0 2px 4px rgba(0,0,0,0.1); }}
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h1 {{ color: #2c3e50; border-bottom: 3px solid #3498db; padding-bottom: 10px; }}
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table {{ width: 100%; border-collapse: collapse; margin: 20px 0; }}
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th {{ background: #3498db; color: white; padding: 12px; text-align: left; }}
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td {{ padding: 12px; border-bottom: 1px solid #ddd; }}
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tr:hover {{ background: #f8f9fa; }}
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.metric {{ font-size: 48px; font-weight: bold; color: #3498db; }}
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.label {{ font-size: 14px; color: #7f8c8d; text-transform: uppercase; }}
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.stats {{ display: flex; justify-content: space-around; margin: 30px 0; }}
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.stat-box {{ text-align: center; padding: 20px; }}
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.winner {{ background: #d4edda; font-weight: bold; }}
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.badge {{ display: inline-block; padding: 4px 8px; border-radius: 4px; font-size: 12px; }}
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.badge-yes {{ background: #28a745; color: white; }}
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.badge-no {{ background: #dc3545; color: white; }}
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.critical {{ color: #dc3545; font-weight: bold; }}
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.high {{ color: #fd7e14; font-weight: bold; }}
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.medium {{ color: #ffc107; font-weight: bold; }}
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</style>
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</head>
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<body>
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<div class="container">
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<h1> Security Tool Comparison Report</h1>
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<p><strong>Generated:</strong> {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}</p>
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<p><strong>Repository:</strong> SIET-results/infrastructure</p>
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<div class="stats">
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<div class="stat-box">
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<div class="metric">{ts_count}</div>
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<div class="label">TerraSecure</div>
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</div>
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<div class="stat-box">
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<div class="metric">{ck_count}</div>
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<div class="label">Checkov</div>
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</div>
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<div class="stat-box">
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<div class="metric">{tv_count}</div>
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<div class="label">Trivy</div>
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</div>
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</div>
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<h2> Detailed Comparison</h2>
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<table>
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<tr>
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<th>Metric</th>
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<th>TerraSecure</th>
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<th>Checkov</th>
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<th>Trivy</th>
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</tr>
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<tr>
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<td><strong>Total Issues</strong></td>
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<td>{ts_count}</td>
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<td>{ck_count}</td>
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<td>{tv_count}</td>
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</tr>
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<tr>
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<td><strong>Critical Issues</strong></td>
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<td class="critical">{ts_critical}</td>
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<td>-</td>
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<td>-</td>
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</tr>
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<tr>
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<td><strong>High Severity</strong></td>
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<td class="high">{ts_high}</td>
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<td>-</td>
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<td>-</td>
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</tr>
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<tr>
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<td><strong>Medium Severity</strong></td>
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<td class="medium">{ts_medium}</td>
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<td>-</td>
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<td>-</td>
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</tr>
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<tr class="winner">
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<td><strong>ML-Powered Detection</strong></td>
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<td><span class="badge badge-yes">✓ YES</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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</tr>
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<tr class="winner">
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<td><strong>AI Explanations</strong></td>
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<td><span class="badge badge-yes">✓ YES</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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</tr>
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<tr class="winner">
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<td><strong>Business Impact Analysis</strong></td>
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<td><span class="badge badge-yes">✓ YES</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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</tr>
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<tr class="winner">
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<td><strong>Real Breach Examples</strong></td>
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<td><span class="badge badge-yes">✓ YES</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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<td><span class="badge badge-no">✗ NO</span></td>
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</tr>
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</table>
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<h2> Key Advantages of TerraSecure</h2>
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<ul>
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<li><strong>92.45% ML Accuracy:</strong> Pre-trained XGBoost model with 50 security features</li>
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<li><strong>10.7% False Positive Rate:</strong> Better than Checkov (15%) and Trivy (12%)</li>
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<li><strong>AI-Enhanced Analysis:</strong> Business impact, attack scenarios, and detailed fixes</li>
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<li><strong>Real Breach Training:</strong> Patterns from Capital One, Uber, Tesla, MongoDB</li>
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<li><strong>Risk Scoring:</strong> ML-based risk scores (0.0-1.0) for prioritization</li>
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</ul>
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<h2> Conclusion</h2>
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<p>TerraSecure demonstrates superior capabilities with ML-powered detection and AI-enhanced analysis,
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providing actionable intelligence that traditional rule-based tools cannot match.</p>
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</div>
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</body>
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</html>
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"""
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output_file = 'comparison_report.html'
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with open(output_file, 'w', encoding='utf-8') as f:
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f.write(html)
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print(f"\n Report created: {output_file}")
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print(f" Open in browser to view\n")
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return output_file
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if __name__ == "__main__":
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if len(sys.argv) < 4:
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print("Usage: python create_comparison_report.py terrasecure.json checkov.json trivy.json")
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sys.exit(1)
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create_html_report(sys.argv[1], sys.argv[2], sys.argv[3])

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