Improved Anomaly Detection by Using the Attention-Based Isolation Forest

Lev V. Utkin, Andrey Y. Ageev, Andrei V. Konstantinov

A new modification of Isolation Forest called Attention-Based Isolation Forest (ABIForest) for solving the anomaly detection problem is proposed. It incorporates the attention mech…