Deris Stiawan

22 papers Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Improved Forest Fire Detection Model Using Audio Classification and Machine Learning.
Comput. Mater. Continua
Kemahyanto Exaudi, Deris Stiawan, Bhakti Yudho Suprapto, Hanif Fakhrurroja, Mohd Yazid Idris, Tami A. Alghamdi, Rahmat Budiarto
2025 J jnl
A Robust and Efficient Machine Learning Framework for Enhancing Early Detection of Android Malware.
IEEE Access
Fandi Kurniawan, Deris Stiawan, Darius Antoni, Mohd Yazid Idris, Rahmat Budiarto
2025 J jnl
A Smart Decision Support System for Floating Net Cage Site Selection Based on Water Quality and Machine Learning.
Int. J. Online Biomed. Eng.
Dedy Hermanto, Deris Stiawan, Bhakti Yudho Suprapto, Mohammad Yazid Bin Idris, Rahmat Budiarto
2025 J jnl
Enhanced Intrusion Detection in IoT Smart Homes: Leveraging Binary and Multi-Class Classification Models.
Int. J. Online Biomed. Eng.
Zulhipni Reno Saputra Elsi, Deris Stiawan, Bhakti Yudho Suprapto, M. Agus Syamsul Arifin, Mohd Yazid Idris, Rahmat Budiarto
2024 J jnl
A Novel Dataset for Experimentation With Intrusion Detection Systems in SCADA Networks Using IEC 60870-5-104 Standard.
IEEE Access
M. Agus Syamsul Arifin, Deris Stiawan, Bhakti Yudho Suprapto, Susanto, Tasmi Salim, Mohd Yazid Idris, Mohamed Shenify, Rahmat Budiarto
2024 J jnl
An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction.
Int. J. Inf. Sec.
Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto
2024 J jnl
Oversampling and undersampling for intrusion detection system in the supervisory control and data acquisition IEC 60870-5-104.
IET Cyper-Phys. Syst.: Theory & Appl.
M. Agus Syamsul Arifin, Deris Stiawan, Bhakti Yudho Suprapto, Susanto, Tasmi Salim, Mohd Yazid Idris, Rahmat Budiarto
2023 J jnl
An Improved LSTM-PCA Ensemble Classifier for SQL Injection and XSS Attack Detection.
Comput. Syst. Sci. Eng.
Deris Stiawan, Ali Bardadi, Nurul Afifah, Lisa Melinda, Ahmad Heryanto, Tri Wanda Septian, Mohd Yazid Idris, Imam Much Ibnu Subroto, Lukman, Rahmat Budiarto
2023 J jnl
IoT botnet attack detection using deep autoencoder and artificial neural networks.
KSII Trans. Internet Inf. Syst.
Deris Stiawan, Susanto, Abdi Bimantara, Mohd Yazid Idris, Rahmat Budiarto
2022 J jnl
Improvement of attack detection performance on the internet of things with PSO-search and random forest.
J. Comput. Sci.
Kurniabudi, Deris Stiawan, Darmawijoyo, Mohammad Yazid Bin Idris, Defit Sarjon, Yaya Sudarya Triana, Rahmat Budiarto
2021 J jnl
An Approach for Optimizing Ensemble Intrusion Detection Systems.
IEEE Access
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
2021 J jnl
Attack classification of an intrusion detection system using deep learning and hyperparameter optimization.
J. Inf. Secur. Appl.
Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto
2021 J jnl
Ping Flood Attack Pattern Recognition Using a K-Means Algorithm in an Internet of Things (IoT) Network.
IEEE Access
Deris Stiawan, Meilinda Eka Suryani, Susanto, Mohd Yazid Idris, Muawya N. Aldalaien, Nizar Alsharif, Rahmat Budiarto
2021 J jnl
Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm.
Inf. Technol. Control.
Deris Stiawan, Somame Morianus Daely, Ahmad Heryanto, Nurul Afifah, Mohd Yazid Idris, Rahmat Budiarto
2020 J jnl
CICIDS-2017 Dataset Feature Analysis With Information Gain for Anomaly Detection.
IEEE Access
Kurniabudi, Deris Stiawan, Darmawijoyo, Mohammad Yazid Bin Idris, Alwi M. Bamhdi, Rahmat Budiarto
2019 J jnl
Behavior Pattern Recognition of Game Dragon Nest Using Bloom Filter Method.
Int. J. Commun. Networks Inf. Secur.
Deris Stiawan, Diky Aryandi, Ahmad Heryanto, Tri Wanda Septian, Farkhana Binti Muchtar, Mohd Yazid Idris, Rahmat Budiarto
2019 J jnl
Investigating Brute Force Attack Patterns in IoT Network.
J. Electr. Comput. Eng.
Deris Stiawan, Mohd Yazid Idris, Reza Firsandaya Malik, Siti Nurmaini, Nizar Alsharif, Rahmat Budiarto
2019 J jnl
TCP FIN Flood Attack Pattern Recognition on Internet of Things with Rule Based Signature Analysis.
Int. J. Online Biomed. Eng.
Deris Stiawan, Dimas Wahyudi, Ahmad Heryanto, Samsuryadi Samsuryadi, Mohd Yazid Idris, Farkhana Binti Muchtar, Mohammed Abdullah Alzahrani, Rahmat Budiarto
2017 J jnl
Cyber-Attack Penetration Test and Vulnerability Analysis.
Int. J. Online Eng.
Deris Stiawan, Mohd Yazid Idris, Abdul Hanan Abdullah, Fahad Aljaber, Rahmat Budiarto
2016 J jnl
Penetration Testing and Mitigation of Vulnerabilities Windows Server.
Int. J. Netw. Secur.
Deris Stiawan, Mohd Yazid Idris, Abdul Hanan Abdullah, Mohammed AlQurashi, Rahmat Budiarto
2015 J jnl
Penetration Testing and Network Auditing: Linux.
J. Inf. Process. Syst.
Deris Stiawan, Mohammad Yazid Bin Idris, Abdul Hanan Abdullah
2011 — conf
Research on Heteregeneous Data for Recognizing Threat.
ICSOFT (1)
Deris Stiawan, Abdul Hanan Abdullah, Mohammad Yazid Bin Idris