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edge-sentinel-classical

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anomaly-detection
industrial-control-systems
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edge-sentinel-classical
File size: 2,216 Bytes
572c4ce
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "features": [
    "temperature",
    "pressure",
    "vibration",
    "current",
    "flow",
    "packet_rate",
    "command_rate",
    "actuator_position",
    "temperature_delta",
    "temperature_z24",
    "pressure_delta",
    "pressure_z24",
    "vibration_delta",
    "vibration_z24",
    "current_delta",
    "current_z24",
    "flow_delta",
    "flow_z24",
    "packet_rate_delta",
    "packet_rate_z24",
    "command_rate_delta",
    "command_rate_z24",
    "actuator_position_delta",
    "actuator_position_z24",
    "flow_actuator_residual",
    "power_proxy"
  ],
  "ensemble_supervised_weight": 1.0,
  "threshold": 0.6571561511109822,
  "validation": {
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    "recall": 0.884046052631579,
    "f1": 0.9203767123287672,
    "false_positive_rate": 0.005122950819672131,
    "confusion_matrix": [
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  },
  "test": {
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  },
  "isolation_test": {
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    "precision": 0.6781609195402298,
    "recall": 0.7,
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    "false_positive_rate": 0.044444444444444446,
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  "supervised_test": {
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  }
}