Target label flipping

Perform poisoning TLF attack by flipping labels of some samples from one class to the target class

Perform target label flipping attack

post

/attacks/poisoning/target-label-flipping

Body

targetLabelFlippingConfigobject

Responses

application/json

cURL

JavaScript

Python

HTTP

cURL

curl -L \
  --request POST \
  --url 'https://virtserver.swaggerhub.com/strongcourage/MAIP/v1/attacks/poisoning/target-label-flipping' \
  --header 'Content-Type: application/json' \
  --data '{
    "targetLabelFlippingConfig": {
      "poisoningAttacksConfig": {
        "modelId": "e0a0588e-96c4-4fdf-9237-a8e94a6f5ffe.h5",
        "poisoningRate": "50"
      },
      "targetClass": "1"
    }
  }'

200

200

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

Successful operation