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security PoC: RCE via mljar-supervised unsafe joblib model load (huntr MFV Joblib)
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{
"uid": "95768250-e01e-42cd-9bcf-da4db3158c00",
"name": "1_DecisionTree",
"preprocessing": [
{
"ml_task": "binary_classification",
"params": {
"columns_preprocessing": {},
"target_preprocessing": [
"na_exclude"
],
"ml_task": "binary_classification"
}
}
],
"learners": [
{
"library_version": "1.8.0",
"algorithm_name": "Decision Tree",
"algorithm_short_name": "Decision Tree",
"uid": "9b7ed981-43c6-4ae6-835b-e55afad8dfaf",
"params": {
"model_type": "Decision Tree",
"ml_task": "binary_classification",
"n_jobs": -1,
"seed": 1235,
"criterion": "gini",
"max_depth": 3,
"explain_level": 0
},
"name": "learner_fold_0"
}
],
"params": {
"additional": {
"trees_in_step": 1,
"train_cant_improve_limit": 0,
"max_steps": 1,
"max_rows_limit": null,
"max_cols_limit": null
},
"preprocessing": {
"columns_preprocessing": {},
"target_preprocessing": [
"na_exclude"
],
"ml_task": "binary_classification"
},
"validation_strategy": {
"validation_type": "split",
"train_ratio": 0.75,
"shuffle": true,
"stratify": true,
"X_path": "/tmp/mljar_pkg_src/X.data",
"y_path": "/tmp/mljar_pkg_src/y.data",
"results_path": "/tmp/mljar_pkg_src"
},
"learner": {
"model_type": "Decision Tree",
"ml_task": "binary_classification",
"n_jobs": -1,
"seed": 1235,
"criterion": "gini",
"max_depth": 3,
"explain_level": 0
},
"automl_random_state": 1234,
"ml_task": "binary_classification",
"explain_level": 0,
"name": "1_DecisionTree",
"status": "initialized",
"final_loss": null,
"train_time": null,
"data_type": "original",
"max_time_for_learner": 60
},
"saved": [
"1_DecisionTree/learner_fold_0.decision_tree"
],
"predictions_fname": "1_DecisionTree/predictions_validation.csv",
"metric_name": "logloss",
"final_loss": "1.192092966562092e-07",
"train_time": 0.11155891418457031,
"is_stacked": false,
"joblib_version": "1.5.3",
"threshold": 0.0
}