art-detector.yaml

# Copyright 2021 IBM Corporation
# 
# Licensed under the Apache License, Version 2.0 (the "License"); 
# you may not use this file except in compliance with the License. 
# You may obtain a copy of the License at 
# 
#     http://www.apache.org/licenses/LICENSE-2.0 
# 
# Unless required by applicable law or agreed to in writing, software 
# distributed under the License is distributed on an "AS IS" BASIS, 
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 
# See the License for the specific language governing permissions and 
# limitations under the License. 
name: 'ART detector model'
description: 'Notebook to train ART detector model to detect possible adversarial attack'
metadata:
  annotations:
    platform: 'OpenSource'
implementation:
  github:
    source: 'https://github.com/IBM/adversarial-robustness-toolbox/blob/main/notebooks/detection_adversarial_samples_cifar10.ipynb'
    # TODO: do not require '==' in elyra-ai/kfp-notebook:"bootstrapper.py", line 369, package_list_to_dict()
    requirements: 'adversarial-robustness-toolbox==1.4.3,Keras==2.4.3'