#!/usr/bin/env python3 """ Test 1: Model Injection Simulation (in isolated test environment) Source: Chapter_13_Data_Provenance_and_Supply_Chain_Security Category: supply_chain """ import argparse import sys # CONTROLLED TEST ENVIRONMENT ONLY def test_malicious_model_detection(): """ Simulate uploading a model with hidden malicious behavior to test detection capabilities """ # Create test model with backdoor test_model = create_backdoored_model( base_model='bert-base', trigger='SPECIAL_TRIGGER_999', malicious_behavior='return_hardcoded_output' ) # Attempt to load through organization's model pipeline try: loaded_model = organization_model_loader(test_model) # Test if backdoor detection catches it if backdoor_detected(loaded_model): print("✅ Backdoor detection working") else: print("❌ CRITICAL: Backdoor not detected!") except SecurityException as e: print(f"✅ Security controls blocked malicious model: {e}") def main(): """Command-line interface.""" parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--verbose", "-v", action="store_true", help="Verbose output") args = parser.parse_args() # TODO: Add main execution logic pass if __name__ == "__main__": main()