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 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

Perancangan dan Analisis Kinerja Intrusion Detection System (IDS) Suricata serta Integrasi dengan sistem Keamanan Jaringan Komputer Berbasis Web = Design and Performance Analysis of Suricata Intrusion Detection System (IDS) and Integration with Web-Based Computer Network Security System

Perancangan dan Analisis Kinerja Intrusion Detection System (IDS) Suricata serta Integrasi dengan sistem Keamanan Jaringan Komputer Berbasis Web = Design and Performance Analysis of Suricata Intrusion Detection System (IDS) and Integration with Web-Based Computer Network Security System

Klasifikasi multi-class data intrusion detection system menggunakan support vector machine dengan pemilihan fitur information gain = The application of multi class support vector machine with feature selection using information gain to intrusion detection system data