Data Science, Machine Learning, Artificial Intelligence, Technology, Cybersecurity.
np.linalg.norm(train_predictions - sample_prediction, axis=1) closest = np.argmin(distances) return closest # Test the attack on a test sample sample = test_data[0] closest_index = membership_inference_attack(model_non_dp, sample, train_data) print(f"Closest match to test sample in training data