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

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

Analisis traffic serangan pada intrusion detection system dan honeynet = Attacks traffic analysis of intrusion detection system and honeynet

Analisis Kinerja Intrusion Detection System Berbasis Algoritma Random Forest Menggunakan Dataset Honeynet BSSN dan CIC-ToN-IoT = Performance Analysis of Intrusion Detection System Based on Random Forest Algorithm Using Honeynet BSSN and CIC-ToN-IoT Datasets