NVFlare/examples/advanced/federated-statistics/local/privacy.json at 01bf0455eb6828668748204c7049e3785f3846d3 · NVIDIA/NVFlare · GitHub

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{
  "scopes": [
    {
      "name": "data-exploratory-policy",
      "task_result_filters": [
        {
          "path": "nvflare.app_common.filters.statistics_privacy_filter.StatisticsPrivacyFilter",
          "args": {
            "result_cleanser_ids": [
              "min_count_cleanser",
              "min_max_cleanser",
              "hist_bins_cleanser"
            ]
          }
        }
      ]
    }
  ],

  "default_scope": "data-exploratory-policy",
  "components": [
    {
      "id": "min_max_cleanser",
      "path": "nvflare.app_common.statistics.min_max_cleanser.AddNoiseToMinMax",
      "args": {
        "min_noise_level": 0.1,
        "max_noise_level": 0.3
      }
    },
    {
      "id": "hist_bins_cleanser",
      "path": "nvflare.app_common.statistics.histogram_bins_cleanser.HistogramBinsCleanser",
      "args": {
        "max_bins_percent": 10
      }
    },
    {
      "id": "min_count_cleanser",
      "path": "nvflare.app_common.statistics.min_count_cleanser.MinCountCleanser",
      "args": {
        "min_count": 10
      }
    }
  ]
}