Deris Stiawan

According to our database, Deris Stiawan authored at least 20 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhanced Intrusion Detection in IoT Smart Homes: Leveraging Binary and Multi-Class Classification Models.

Zulhipni Reno Saputra Elsi, Deris Stiawan, Bhakti Yudho Suprapto, M. Agus Syamsul Arifin, Mohd Yazid Idris, Rahmat Budiarto

Int. J. Online Biomed. Eng., 2025

A Robust and Efficient Machine Learning Framework for Enhancing Early Detection of Android Malware.

Fandi Kurniawan, Deris Stiawan, Darius Antoni, Mohd Yazid Idris, Rahmat Budiarto

IEEE Access, 2025

2024

Oversampling and undersampling for intrusion detection system in the supervisory control and data acquisition IEC 60870-5-104.

M. Agus Syamsul Arifin, Deris Stiawan, Bhakti Yudho Suprapto, Susanto, Tasmi Salim, Mohd Yazid Idris, Rahmat Budiarto

IET Cyper-Phys. Syst.: Theory & Appl., September, 2024

An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction.

Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto

Int. J. Inf. Sec., June, 2024

A Novel Dataset for Experimentation With Intrusion Detection Systems in SCADA Networks Using IEC 60870-5-104 Standard.

M. Agus Syamsul Arifin, Deris Stiawan, Bhakti Yudho Suprapto, Susanto, Tasmi Salim, Mohd Yazid Idris, Mohamed Shenify, Rahmat Budiarto

IEEE Access, 2024

2023

IoT botnet attack detection using deep autoencoder and artificial neural networks.

Deris Stiawan, Susanto, Abdi Bimantara, Mohd Yazid Idris, Rahmat Budiarto

KSII Trans. Internet Inf. Syst., 2023

An Improved LSTM-PCA Ensemble Classifier for SQL Injection and XSS Attack Detection.

Deris Stiawan, Ali Bardadi, Nurul Afifah, Lisa Melinda, Ahmad Heryanto, Tri Wanda Septian, Mohd Yazid Idris, Imam Much Ibnu Subroto, Lukman, Rahmat Budiarto

Comput. Syst. Sci. Eng., 2023

2022

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

Kurniabudi, Deris Stiawan, Darmawijoyo, Mohammad Yazid Bin Idris, Defit Sarjon, Yaya Sudarya Triana, Rahmat Budiarto

J. Comput. Sci., 2022

2021

Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm.

Deris Stiawan, Somame Morianus Daely, Ahmad Heryanto, Nurul Afifah, Mohd Yazid Idris, Rahmat Budiarto

Inf. Technol. Control., 2021

Attack classification of an intrusion detection system using deep learning and hyperparameter optimization.

Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto

J. Inf. Secur. Appl., 2021

Ping Flood Attack Pattern Recognition Using a K-Means Algorithm in an Internet of Things (IoT) Network.

Deris Stiawan, Meilinda Eka Suryani, Susanto, Mohd Yazid Idris, Muawya N. Aldalaien, Nizar Alsharif, Rahmat Budiarto

IEEE Access, 2021

An Approach for Optimizing Ensemble Intrusion Detection Systems.

Deris Stiawan, Ahmad Heryanto, Ali Bardadi, Dian Palupi Rini, Imam Much Ibnu Subroto, Kurniabudi, Mohammad Yazid Bin Idris, Abdul Hanan Abdullah, Bedine Kerim, Rahmat Budiarto

IEEE Access, 2021

2020

CICIDS-2017 Dataset Feature Analysis With Information Gain for Anomaly Detection.

Kurniabudi, Deris Stiawan, Darmawijoyo, Mohammad Yazid Bin Idris, Alwi M. Bamhdi, Rahmat Budiarto

IEEE Access, 2020

2019

Investigating Brute Force Attack Patterns in IoT Network.

Deris Stiawan, Mohd Yazid Idris, Reza Firsandaya Malik, Siti Nurmaini, Nizar Alsharif, Rahmat Budiarto

J. Electr. Comput. Eng., 2019

TCP FIN Flood Attack Pattern Recognition on Internet of Things with Rule Based Signature Analysis.

Deris Stiawan, Dimas Wahyudi, Ahmad Heryanto, Samsuryadi Samsuryadi, Mohd Yazid Idris, Farkhana Binti Muchtar, Mohammed Abdullah Alzahrani, Rahmat Budiarto

Int. J. Online Biomed. Eng., 2019

Behavior Pattern Recognition of Game Dragon Nest Using Bloom Filter Method.

Deris Stiawan, Diky Aryandi, Ahmad Heryanto, Tri Wanda Septian, Farkhana Binti Muchtar, Mohd Yazid Idris, Rahmat Budiarto

Int. J. Commun. Networks Inf. Secur., 2019

2017

Cyber-Attack Penetration Test and Vulnerability Analysis.

Deris Stiawan, Mohd Yazid Idris, Abdul Hanan Abdullah, Fahad Aljaber, Rahmat Budiarto

Int. J. Online Eng., 2017

2016

Penetration Testing and Mitigation of Vulnerabilities Windows Server.

Deris Stiawan, Mohd Yazid Idris, Abdul Hanan Abdullah, Mohammed AlQurashi, Rahmat Budiarto

Int. J. Netw. Secur., 2016

2015

Penetration Testing and Network Auditing: Linux.

Deris Stiawan, Mohammad Yazid Bin Idris, Abdul Hanan Abdullah

J. Inf. Process. Syst., 2015

2011

Research on Heteregeneous Data for Recognizing Threat.

Deris Stiawan, Abdul Hanan Abdullah, Mohammad Yazid Bin Idris

Proceedings of the ICSOFT 2011, 2011