crossrefElectronics2025-07-10Cited by 7
Unsupervised Machine Learning Methods for Anomaly Detection in Network Packets
Hyoseong Park, Dongil Shin, Chulgyun Park, Jisoo Jang, Dongkyoo Shin
Traditional intrusion detection systems (IDS) based on packet signatures are widely used in network security but often fail to detect previously unseen attacks. To overcome this limitation, machine learning-based methods have been explored to identify anomalous patterns in networ…