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)

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

Implementasi dan analisis kinerja keamanan jaringan berbasis Intrusion Detection System (IDS) terhadap serangan siber pada teknologi komputasi awan = Implementation and analysis of network security performance based on Intrusion Detection System (IDS) against cyber attacks on cloud computing technology

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