2 papers
cs.LG2023
Online Transition-Based Feature Generation for Anomaly Detection in Concurrent Data Streams
Yinzheng Zhong, Alexei Lisitsa
In this paper, we introduce the transition-based feature generator (TFGen) technique, which reads general activity data with attributes and generates step-by-step generated data. T…
cs.CR2022
Process Mining Algorithm for Online Intrusion Detection System
Yinzheng Zhong, John Y. Goulermas, Alexei Lisitsa
In this paper, we consider the applications of process mining in intrusion detection. We propose a novel process mining inspired algorithm to be used to preprocess data in intrusio…