Random swapping labels

Perform poisoning RSL attack by randomly choosing two samples of the training dataset and swapping their labels

Perform random swapping labels attack

POSThttps://virtserver.swaggerhub.com/strongcourage/MAIP/v1/attacks/poisoning/random-swapping-labels

Body

application/json

randomSwappingLabelsConfigobject

Response

200

Successful operation

Body

application/json

isRunningboolean

Example: true

configone of

ctganConfig (object)randomSwappingLabelsConfig (object)targetLabelFlippingConfig (object)

lastRunAtstring

Example: "123243534534"

Request

JavaScriptCurlPython

const response = await fetch('https://virtserver.swaggerhub.com/strongcourage/MAIP/v1/attacks/poisoning/random-swapping-labels', {
    method: 'POST',
    headers: {
      "Content-Type": "application/json"
    },
    body: JSON.stringify({}),
});
const data = await response.json();

Response

200

{
  "isRunning": true,
  "config": {
    "ctganConfig": {
      "modelId": "e0a0588e-96c4-4fdf-9237-a8e94a6f5ffe.h5",
      "numberEpochs": "5",
      "numberSyntheticSamples": "10000"
    }
  },
  "lastRunAt": "123243534534"
}