CNN-LSTM hybrid model for improving bitcoin price prediction results.

by Ferdiansyah, Ferdiansyah, Raja Zahilah, Raja Zahilah, Siti Hajar, Siti Hajar, Deris Stiawan, Deris Stiawan
Published 2023

IoT botnet attack detection using deep autoencoder and artificial neural networks

by Deris Stiawan, Deris Stiawan, Susanto, Susanto, Abdi Bimantara, Abdi Bimantara, Idris, Mohd. Yazid, Budiarto, Rahmat
Published 2023

Hybrid gated recurrent unit bidirectional-long short-term memory model to improve cryptocurrency prediction accuracy

by Ferdiansyah, Ferdiansyah, Othman, Siti Hajar, Md. Radzi, Raja Zahilah, Deris Stiawan, Deris Stiawan, Tole Sutikno, Tole Sutikno
Published 2023

Review of the machine learning methods in the classification of phishing attack

by Jupin, John Arthur, Sutikno, Tole, Mohd Arfian, Ismail, Mohd Saberi, Mohamad, Shahreen, Kasim, Deris, Stiawan
Published 2019

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