Analisis Penggunaan Sistem Deteksi Intrusi (IDS) Berbasis Algoritma Machine Learning Klasifikasi dengan Dataset UNSW-NB15 dan NSL-KDD = Analysis of Intrusion Detection System (IDS) Based on Classification Machine Learning Algorithms Using UNSW-NB15 and NSL-KDD Datasets

Deteksi Serangan pada Session Management Function (SMF) Melalui Lalu Lintas Packet Forwarding Control Protocol (PFCP) Core Network 5G Menggunakan Machine Learning = Detection Of Attacks on Session Management Function (SMF) Through Packet Forwarding Control Protocol (PFCP) 5G Core Network Traffic Using Machine Learning

Klasifikasi multi-class data intrusion detection system dengan metode klasifikasi extreme learning machines dan pemilihan fitur dengan metode chi-square = Multi class classification of intrusion detection system dataset with extreme learning machines classification methods and feature selection with chi square methods

Pengembangan Metode Intrusion Detection System berbasis Machine Learning pada tahap seleksi fitur, penyeimbangan kelas, dan ensemble learning = Development of Machine Learning-Based Intrusion Detection System methods at the feature selection, class balancing, and ensemble learning stages

Implementasi Intrusion Detection System Menggunakan Zeek dan Suricata untuk Network Monitoring melalui SIEM Dashboard = Implementation of Intrusion Detection System using Zeek and Suricata for Network Monitoring through a SIEM Dashboard