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

Modifikasi arsitektur Deep Convolutional Generative Adversarial Network (DCGAN) untuk oversampling data tabel serta pengaruhnya terhadap performa deteksi Anomaly-Based Network Intrusion Detection System (ANIDS) = Modification of Deep Convolutional Generative Adversarial Network (DCGAN) architecture for tabular data oversampling and its effect on Anomaly-Based Network Intrusion Detection System (ANIDS) detection performance

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)

Monitoring jaringan dan deteksi serangan DoS pada wireless network menggunakan intrusion detection system = Network monitoring and detection of DoS attacks on wireless networks using intrusion detection system