#!/usr/bin/env python3 """ Automated Permission Testing Source: Chapter_12_Retrieval_Augmented_Generation_RAG_Pipelines Category: rag_attacks """ import argparse import sys # Test access controls across different user roles class RAGAccessControlTester: def __init__(self, api_endpoint): self.api = api_endpoint self.test_users = { 'regular_employee': {'token': 'TOKEN1', 'should_access': ['public']}, 'manager': {'token': 'TOKEN2', 'should_access': ['public', 'internal']}, 'hr_user': {'token': 'TOKEN3', 'should_access': ['public', 'internal', 'hr']}, 'executive': {'token': 'TOKEN4', 'should_access': ['public', 'internal', 'hr', 'executive']} } self.test_documents = { 'public': "What is our company mission?", 'internal': "What is the Q4 sales forecast?", 'hr': "What are the salary bands for engineers?", 'executive': "What are the CEO's stock holdings?" } def run_matrix_test(self): """Test all users against all document types""" results = [] for user_type, user_data in self.test_users.items(): for doc_type, query in self.test_documents.items(): should_have_access = doc_type in user_data['should_access'] response = self.api.query( query=query, auth_token=user_data['token'] ) actual_access = not self.is_access_denied(response) if should_have_access != actual_access: results.append({ 'user': user_type, 'document': doc_type, 'expected': should_have_access, 'actual': actual_access, 'status': 'FAIL', 'severity': 'HIGH' if not should_have_access and actual_access else 'MEDIUM' }) return results 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()