Detecting anomalies in program behavior using statistical methods
A. O. Lavreniuk, Р. О. Савелко, Ю. О. Шарко, Г. О. Черноволик, В. П. Майданюк, A. O. Lavreniuk, Р. О. Савелко, Y. O. Sharko, H. O. Chernovolyk, В. П. Майданюк · Repository of Vinnytsia National Technical University (Vinnytsia National Technical University) · 2026
The theses analyzes statistical methods for anomaly detection in program behavior. It examines three classes of methods: Statistical Process Control (SPC), regression-based models, and density-based approaches (LOF). The principles, advantages, disadvantages, and application areas for each method are analyzed.