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security PoC: RCE via mljar-supervised unsafe joblib model load (huntr MFV Joblib)
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{
"mode": "Explain",
"ml_task": "binary_classification",
"results_path": "/tmp/mljar_pkg_src",
"total_time_limit": 30,
"model_time_limit": null,
"algorithms": [
"Decision Tree"
],
"train_ensemble": false,
"stack_models": false,
"eval_metric": "logloss",
"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"
},
"verbose": 1,
"explain_level": 0,
"golden_features": false,
"features_selection": false,
"start_random_models": 1,
"hill_climbing_steps": 0,
"top_models_to_improve": 0,
"boost_on_errors": false,
"kmeans_features": false,
"mix_encoding": false,
"max_single_prediction_time": null,
"n_jobs": -1,
"random_state": 1234,
"saved": [
"1_DecisionTree"
],
"fit_level": "finished",
"best_model": "1_DecisionTree",
"load_on_predict": [
"1_DecisionTree"
]
}