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Open access Sep 2026

Security Evaluation of Classical Machine Learning Models Under Poisoning, Evasion, and Model Extraction Attacks

Classical machine learning (ML) models, including Logistic Regression (LR), Support Vector Machines (SVM), Random Forests (RF), and XGBoost, remain widely used in practical applications because of their efficiency, interpretability, and relatively low computational costs. However, their security properties against diff...

Hannelore Sebestyen, Elisa Valentina Moisi, S. Coman et al. · 0 citations

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