Pengembangan Sistem Deteksi Intrusi Jaringan Berbasis Machine Learning yang Terintegrasi dengan Wazuh dan Zeek = Development of a Machine Learning-Based Network Intrusion Detection System Integrated with Wazuh and Zeek

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

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

Pengembangan dan Evaluasi Sistem Pendeteksian Serangan Siber Berbasis Autoencoder pada Intrusion Detection System (IDS) = Development and Evaluation of an Autoencoder-based Cyber Attack Detection System on an Intrusion Detection System (IDS)

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