CICIDS-2017 dataset feature analysis with information gain for anomaly detection

by Kurniabudi, Kurniabudi, Stiawan, Deris, Darmawijoyo, Darmawijoyo, Idris, Mohd. Yazid, Bamhdi, Alwi M., Budiarto, Rahmat
Published 2020

Improvement of attack detection performance on the internet of things with PSO-search and random forest

by Kurniabudi, Kurniabudi, Deris, Stiawan, Darmawijoyo, Darmawijoyo, Idris, Mohd. Yazid, Defit, Sarjon, Triana, Yaya Sudarya, Budiarto, Rahmat
Published 2022

Features extraction on iot intrusion detection system using principal components analysis (PCA)

by Sharipuddin, Sharipuddin, Purnama, Benni, Kurniabudi, Kurniabudi, Winanto, Eko Arip, Stiawan, Deris, Hanapi, Darmawiiovo, Idris, Mohd. Yazid, Budiarto, Rahmat
Published 2020

Improving the anomaly detection by combining PSO search methods and J48 algorithm

by Kurniabudi, Kurniabudi, Abdul Harris, Abdul Harris, Mintaria, Albertus Edward, Darmawijoyo, Darmawijoyo, Stiawan, Deris, Idris, Mohd. Yazid, Budiarto, Rahmat
Published 2020

Enhanced deep learning intrusion detection in IoT heterogeneous network with feature extraction

by Sharipuddin, Sharipuddin, Winanto, Eko Arip, Purnama, Benni, Kurniabudi, Kurniabudi, Stiawan, Deris, Hanapi, Darmawijoyo, Idris, Mohd. Yazid, Kerim, Bedine, Budiarto, Rahmat
Published 2021

Feature selection using chi square to improve attack detection classification in IoT network: work in progress

by Saputra Elsi, Zulhipni Reno, Stiawan, Deris, Oklilas, Ahmad Fali, Susanto, Susanto, Kurniabudi, Kurniabudi, Kunang, Yesi Novaria, Idris, Mohd. Yazid, Budiarto, Rahmat
Published 2022