5e437f42-cd5f-400f-b65d-d78821f31c69.yml

- id: 5e437f42-cd5f-400f-b65d-d78821f31c69
  name: Build and Attack a Custom CFTarget
  description: Creates an interface between a target model and the attacks included in
    a framework. This is done by creating a sub-class of counterfit.core.targets.CFTarget,
    where the collected target.model_server.prediction_endpoint fact will be used to 
    specify the target_endpoint. Once the respective target is built, the attack is
    executed against the target.
  tactic: ml-attack-staging
  technique_name: craft-adversarial-data
  technique_id: AML.T0043
  executors:
  - platform: linux
    name: sh
    command: |
      $HOME/venv/cf_venv/bin/python3 build_and_attack_counterfit_target.py \
      --endpoint #{target.model_server.prediction_endpoint}
    payloads: [
      build_and_attack_counterfit_target.py, 
      kitten.jpg, 
      persons.jpg,
      imagenet_name_to_index.json,
      coco_index_to_name.json
    ]
    cleanup: [rm build_and_attack_counterfit_target.py \
      kitten.jpg \
      persons.jpg \
      imagenet_name_to_index.json \
      coco_index_to_name.json
    ]
    timeout: 2400   # setting timeout to be 45 minutes; just in case the attack takes a while 
  requirements:
  - module: plugins.stockpile.app.requirements.paw_provenance
    relationship_match:
    - source: target.model_server.prediction_endpoint
  - module: plugins.stockpile.app.requirements.existential
    relationship_match:
    - source: host.install.counterfit