{ "total_fixtures": 50, "total_correct": 31, "accuracy": 0.62, "benign_total": 25, "benign_pass_through": 25, "benign_false_positives_by_category": { "context-smuggling": 0, "encoding-trick": 0, "instruction-override": 0, "multi-turn-ramp": 0, "prefix-injection": 0, "role-play": 0 }, "per_category": { "context-smuggling": { "tp": 3, "fp": 0, "fn": 5, "tn": 67, "precision": 1.0, "recall": 0.375, "f1": 0.5455 }, "encoding-trick": { "tp": 6, "fp": 1, "fn": 2, "tn": 66, "precision": 0.8571, "recall": 0.75, "f1": 0.8 }, "instruction-override": { "tp": 6, "fp": 2, "fn": 2, "tn": 65, "precision": 0.75, "recall": 0.75, "f1": 0.75 }, "multi-turn-ramp": { "tp": 4, "fp": 0, "fn": 3, "tn": 68, "precision": 1.0, "recall": 0.5714, "f1": 0.7273 }, "prefix-injection": { "tp": 6, "fp": 1, "fn": 3, "tn": 65, "precision": 0.8571, "recall": 0.6667, "f1": 0.75 }, "role-play": { "tp": 6, "fp": 1, "fn": 4, "tn": 64, "precision": 0.8571, "recall": 0.6, "f1": 0.7059 } } }