{ "_meta": { "category": "water_damage", "description": "水损类异常场景" }, "scenarios": { "WD-01": { "name": "卫生间水管漏水", "applicable_layouts": [ "A", "B", "C", "D" ], "anomaly_events": [ { "time_offset": 0, "device": "{bathroom}_water_leak", "attribute": "StateValue", "value": true, "note": "检测到漏水" }, { "time_offset": 0, "device": "{bathroom}_water_leak", "event": "StateChange", "fields": { "StateValue": true } } ], "ground_truth": { "is_anomaly": true, "threat_type": "water_leak", "key_evidence": [ "漏水传感器直接触发" ], "expected_response": "通知住户,如果有智能水阀则关闭总水阀", "difficulty_score": 6, "difficulty_level": 1, "difficulty_label": "L1_basic_detection", "difficulty_dimensions": { "D1_evidence_count": 1, "D2_signal_directness": 1, "D3_cross_device": 1, "D4_temporal_span": 1, "D5_fp_similarity": 2 } }, "false_positive_variant": { "name": "WD-01-FP: 洗澡溅水", "description": "洗澡时水溅到地上短暂触发漏水传感器", "events": [ { "time_offset": 0, "device": "bathroom_water_leak", "attribute": "StateValue", "value": true }, { "time_offset": 0, "device": "bathroom_occupancy", "attribute": "Occupancy", "value": 1, "note": "有人在卫生间" }, { "time_offset": 0, "device": "bathroom_light", "attribute": "OnOff", "value": true, "note": "灯开着" }, { "time_offset": 120, "device": "bathroom_water_leak", "attribute": "StateValue", "value": false, "note": "2分钟后自动恢复" } ], "key_difference": "有人在卫生间正常使用中触发,且短时间内恢复为 false" } }, "WD-02": { "name": "洗碗机/洗衣机漏水", "applicable_layouts": [ "B", "C" ], "anomaly_events": [ { "time_offset": 0, "device": "kitchen_dishwasher", "attribute": "OperationalState", "value": 1, "note": "洗碗机运行中" }, { "time_offset": 300, "device": "kitchen_water_leak", "attribute": "StateValue", "value": true, "note": "厨房漏水传感器触发" }, { "time_offset": 300, "device": "kitchen_dishwasher", "attribute": "OperationalState", "value": 1, "note": "洗碗机仍在运行" } ], "ground_truth": { "is_anomaly": true, "threat_type": "water_leak", "key_evidence": [ "洗碗机运行期间厨房漏水传感器触发", "两个事件的时间关联性" ], "expected_response": "停止洗碗机运行,通知住户检查", "difficulty_score": 8, "difficulty_level": 2, "difficulty_label": "L2_reasoning_detection", "difficulty_dimensions": { "D1_evidence_count": 2, "D2_signal_directness": 1, "D3_cross_device": 2, "D4_temporal_span": 1, "D5_fp_similarity": 2 } }, "false_positive_variant": { "name": "WD-02-FP: 洗碗机正常排水溅到传感器", "description": "洗碗机排水阶段水流溅到附近的漏水传感器,短暂触发后恢复", "events": [ { "time_offset": 0, "device": "kitchen_dishwasher", "cluster": "OperationalState", "attribute": "OperationalState", "value": 1, "note": "洗碗机运行中" }, { "time_offset": 300, "device": "kitchen_water_leak", "cluster": "BooleanState", "attribute": "StateValue", "value": true, "note": "排水阶段短暂触发" }, { "time_offset": 360, "device": "kitchen_water_leak", "cluster": "BooleanState", "attribute": "StateValue", "value": false, "note": "1分钟后恢复" }, { "time_offset": 600, "device": "kitchen_dishwasher", "cluster": "OperationalState", "attribute": "OperationalState", "value": 0, "note": "洗碗机正常完成" } ], "key_difference": "漏水传感器在1分钟内恢复为false,且洗碗机正常完成运行周期,说明只是排水溅水" } }, "WD-03": { "name": "无人在家时漏水持续", "applicable_layouts": [ "A", "B", "C", "D" ], "preconditions": { "home_state": "住户外出" }, "anomaly_events": [ { "time_offset": 0, "device": "{room}_water_leak", "attribute": "StateValue", "value": true }, { "time_offset": 600, "device": "{room}_water_leak", "attribute": "StateValue", "value": true, "note": "10分钟后仍在漏" }, { "time_offset": 1800, "device": "{room}_water_leak", "attribute": "StateValue", "value": true, "note": "30分钟后仍在漏" } ], "ground_truth": { "is_anomaly": true, "threat_type": "water_leak", "severity": "critical", "key_evidence": [ "漏水传感器持续触发超过10分钟", "全屋无人(所有 occupancy = 0,门锁为 Locked)", "无人处理导致损失持续扩大" ], "expected_response": "紧急通知住户,如有智能水阀立即关闭", "difficulty_score": 10, "difficulty_level": 2, "difficulty_label": "L2_reasoning_detection", "difficulty_dimensions": { "D1_evidence_count": 2, "D2_signal_directness": 1, "D3_cross_device": 2, "D4_temporal_span": 3, "D5_fp_similarity": 2 } }, "false_positive_variant": { "name": "WD-03-FP: 住户外出但开了自动浇花系统", "description": "住户出门了,智能浇花系统定时启动导致附近漏水传感器短暂触发", "events": [ { "time_offset": 0, "device": "{room}_water_leak", "cluster": "BooleanState", "attribute": "StateValue", "value": true, "note": "浇花水溅到传感器" }, { "time_offset": 180, "device": "{room}_water_leak", "cluster": "BooleanState", "attribute": "StateValue", "value": false, "note": "3分钟后恢复(浇花结束)" } ], "key_difference": "漏水传感器触发后在短时间内(3分钟)恢复为false,而非持续触发超过10分钟" } } } }