cve-kgrag-db / code /src /mapper /test_simple_mapper.py
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#!/usr/bin/env python3
import json
import sys
from pathlib import Path
# Add parent directory to path
sys.path.append(str(Path(__file__).parent.parent.parent))
from src.mapper.mapper_config import MapperConfig
from src.mapper.cve_cwe_mapper import CVEtoCWEtoTTPMapper
from src.mapper.simple_tie_inference import SimpleTIEInference
def test_cwe_mapping():
"""Test CWE-based mapping."""
print("=== Testing CWE-based Mapping ===")
config = MapperConfig()
if not config.cwe_capec_mitre_mapping_path.exists():
print(f"ERROR: CWE mapping file not found at {config.cwe_capec_mitre_mapping_path}")
print("Please run the data collection pipeline first")
return False
cwe_mapper = CVEtoCWEtoTTPMapper(config.cwe_capec_mitre_mapping_path)
# Test CVE with known CWEs
test_cve = {
"id": "CVE-2021-44228",
"cwe_ids": ["CWE-502", "CWE-400", "CWE-20"]
}
ttps, details = cwe_mapper.map_cve_to_ttps(test_cve)
print(f"CVE: {test_cve['id']}")
print(f"CWEs: {', '.join(test_cve['cwe_ids'])}")
print(f"TTPs found: {len(ttps)}")
if ttps:
print(f"TTPs: {', '.join(ttps[:5])}")
return len(ttps) > 0
def test_simple_tie():
"""Test simple TIE inference."""
print("\n=== Testing Simple TIE Inference ===")
config = MapperConfig()
if not config.tie_model_path.exists():
print(f"TIE model not found at {config.tie_model_path}")
print("TIE inference will be skipped")
return False
try:
tie = SimpleTIEInference(
model_path=config.tie_model_path,
enrichment_path=config.tie_enrichment_path
)
if not tie.model_loaded:
print("TIE model failed to load")
return False
print(f"TIE model loaded: {tie.n} techniques, {tie.k}-dim embeddings")
# Test inference
test_description = """
A remote code execution vulnerability exists that allows an attacker
to execute arbitrary commands via SQL injection attacks.
"""
ttps, details = tie.infer_ttps_from_description(test_description)
print(f"Test description inference:")
print(f"TTPs found: {len(ttps)}")
if ttps:
print(f"TTPs: {', '.join(ttps[:5])}")
print(f"Method: {details.get('method', 'unknown')}")
return len(ttps) > 0
except ImportError as e:
print(f"TIE inference requires NumPy: {e}")
return False
except Exception as e:
print(f"TIE test failed: {e}")
return False
def test_combined():
"""Test combined mapping."""
print("\n=== Testing Combined Mapping ===")
try:
from src.mapper.cve_ttp_mapper import CVEtoTTPMapper
config = MapperConfig()
mapper = CVEtoTTPMapper(config)
test_cve = {
"id": "CVE-2024-TEST",
"description": "A buffer overflow vulnerability allows remote code execution via command injection",
"cwe_ids": ["CWE-119"]
}
result = mapper.map_cve_to_ttps(test_cve)
print(f"CVE: {result['cve_id']}")
print(f"Methods used: {', '.join(result['methods_used'])}")
print(f"Total TTPs: {result['total_ttps_found']}")
if result['ttps']:
print(f"TTPs: {', '.join(result['ttps'][:5])}")
return result['total_ttps_found'] > 0
except Exception as e:
print(f"Combined test failed: {e}")
return False
def main():
"""Run all tests."""
print("CVE-to-TTP Mapper Test Suite (Simplified)")
print("=" * 50)
results = []
results.append(test_cwe_mapping())
results.append(test_simple_tie())
results.append(test_combined())
print(f"\n=== Test Results ===")
print(f"CWE Mapping: {'✓' if results[0] else '✗'}")
print(f"TIE Inference: {'✓' if results[1] else '✗'}")
print(f"Combined: {'✓' if results[2] else '✗'}")
if any(results):
print("\nAt least one method is working! ✓")
else:
print("\nNo methods are working. Check your setup.")
if __name__ == "__main__":
main()