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

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

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

Pengembangan dan analisa kinerja Intrusion Detection Prevention System (IDPS) pada web server

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