ROAST/pipeline_config.yml at main · DependableSystemsLab/ROAST · GitHub

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# OhioT1DM Pipeline
ohiot1dm_preprocess: false
ohiot1dm_model: false
ohiot1dm_dataset: "all"  # Options: 2018, 2020, all
ohiot1dm_attack_type: "URET"  # Options: URET, FGSM
ohiot1dm_risk_profile: false
ohiot1dm_cluster: false
ohiot1dm_cluster_method: "hierarchical"  # Options: hierarchical, kmeans
ohiot1dm_generate_defense_datasets: false
ohiot1dm_evaluate_defense: false
ohiot1dm_defense_type: "all"  # Options: knn, oneclasssvm, madgan, all
ohiot1dm_plot_defense_results: false

# MIMIC Pipeline
mimic_preprocess: false
mimic_model_train: false
mimic_model_test: false
mimic_attack_type: "URET"  # Options: URET, FGSM
mimic_risk_profile: false
mimic_cluster: false
mimic_cluster_method: "hierarchical"  # Options: hierarchical, kmeans
mimic_generate_defense_datasets: false
mimic_evaluate_defense: false
mimic_defense_type: "all"  # Options: knn, oneclasssvm, madgan, all
mimic_plot_defense_results: false

# PhysioNetCinC Pipeline
physionetcinc_model: false
physionetcinc_dataset: "all"  # Options: A, B, all
physionetcinc_attack_type: "URET"  # Options: URET, FGSM
physionetcinc_risk_profile: false
physionetcinc_cluster: false
physionetcinc_cluster_method: "hierarchical"  # Options: hierarchical, kmeans
physionetcinc_generate_defense_datasets: false
physionetcinc_evaluate_defense: false
physionetcinc_defense_type: "all"  # Options: knn, oneclasssvm, madgan, all
physionetcinc_plot_defense_results: false