Simple Perturbations Subvert Ethereum Phishing Transactions Detection: An Empirical Analysis

Ahod Alghureid, David Mohaisen

This paper explores the vulnerability of machine learning models, specifically Random Forest, Decision Tree, and K-Nearest Neighbors, to very simple single-feature adversarial atta…