{ "delta": 1e-05, "num_canaries": 500, "num_members": 250, "paper_guess_fraction": 0.2, "paper_guess_steps": 20, "loss": { "auc": 0.525808, "empirical_epsilon": { "0.05": 0.05073561053723097, "0.01": 0.0 }, "empirical_epsilon_details": { "0.05": { "epsilon": 0.05073561053723097, "num_guesses": 100, "correct_guesses": 60, "candidate_num_guesses": [ 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100 ], "direction": "higher" }, "0.01": { "epsilon": 0.0, "num_guesses": 0, "correct_guesses": 0, "candidate_num_guesses": [ 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100 ], "direction": "lower" } } }, "embedding": { "auc": 0.520928, "empirical_epsilon": { "0.05": 0.0, "0.01": 0.0 }, "empirical_epsilon_details": { "0.05": { "epsilon": 0.0, "num_guesses": 0, "correct_guesses": 0, "candidate_num_guesses": [ 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100 ], "direction": "lower" }, "0.01": { "epsilon": 0.0, "num_guesses": 0, "correct_guesses": 0, "candidate_num_guesses": [ 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100 ], "direction": "lower" } } } }