M. Idris

Most-cited papers

Investigating Brute Force Attack Patterns in IoT Network
D. Stiawan, M. Idris, R. Malik, S. Nurmaini +2 more
2019Journal of Electrical and Computer Engineering82 citations Open access
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An Evaluation Framework for Communication and Coordination Processes in Offshore Software Development Outsourcing Relationship: Using Fuzzy Methods
Rafiq Ahmad Khan, M. Idris, S. U. Khan, M. Ilyas +5 more
2019IEEE Access35 citations Open access
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Cyber-Attack Penetration Test and Vulnerability Analysis
D. Stiawan, M. Idris, A. H. Abdullah, Fahad Aljaber +1 more
2017International Journal of Online Engineering (iJOE)30 citations Open access
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An Improved LSTM-PCA Ensemble Classifier for SQL Injection and XSS Attack Detection
D. Stiawan, Ali Bardadi, Nurul Afifah, Lisa Melinda +6 more
2023Computer systems science and engineering29 citations Open access
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Characterizing Network Intrusion Prevention System
D. Stiawan, M. Idris, A. H. Abdullah
201129 citations Open access
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Ping Flood Attack Pattern Recognition Using a K-Means Algorithm in an Internet of Things (IoT) Network
D. Stiawan, Meilinda Eka Suryani, Susanto, M. Idris +3 more
2021IEEE Access28 citations Open access
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Anomaly detection and monitoring in Internet of Things communication
D. Stiawan, M. Idris, R. Malik, S. Nurmaini +1 more
2016International Conferences on Information Technologies and Electrical Engineering25 citations
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The State of the Art on Secure Software Engineering: A Systematic Mapping Study
Rafiq Ahmad Khan, S. U. Khan, M. Ilyas, M. Idris
2020International Conference on Evaluation & Assessment in Software Engineering21 citations
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Iterative Window Size Estimation on Self-Similarity Measurement for Network Traffic Anomaly Detection
M. Idris, A. H. Abdullah, M. A. Maarof
200419 citations
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Attribute normalization techniques and performance of intrusion classifiers: A comparative analysis
Zohair Ihsan, M. Idris, A. H. Abdullah
201317 citations
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A Novel Dataset for Experimentation With Intrusion Detection Systems in SCADA Networks Using IEC 60870-5-104 Standard
M. Arifin, D. Stiawan, B. Suprapto, Susanto +4 more
2024IEEE Access16 citations Open access
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Denial of Service Attacks Detection on SCADA Network IEC 60870-5-104 using Machine Learning
M. M. Arifin, D. Stiawan, Susanto, J. Rejito +2 more
20212021 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)16 citations
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Penetration Testing and Mitigation of Vulnerabilities Windows Server
D. Stiawan, M. Idris, A. H. Abdullah, Mohammed AlQurashi +1 more
2016International Journal of Network Security16 citations
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Agile Software Development Using Cloud Computing: A Case Study
M. Younas, D. Jawawi, A. Mahmood, M. Ahmad +2 more
2020IEEE Access15 citations Open access
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Intrusion detection with deep learning on internet of things heterogeneous network
Sharipuddin Sharipuddin, Benni Purnama, Kurniabudi Kurniabudi, E. Winanto +4 more
202114 citations Open access
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An Improved Robust Misbehavior Detection Scheme for Vehicular Ad Hoc Network
Mohammed Alzahrani, M. Idris, Fuad A. Ghaleb, R. Budiarto
2022IEEE Access12 citations Open access
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Review of Some Existing Shariah-Compliant Cryptocurrency
Ahmed Aliyu, Kamalrulnizam Abu Bakar, Gen Matsuda, Tasneem S. J. Darwish +9 more
202012 citations Open access
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Oversampling and undersampling for intrusion detection system in the supervisory control and data acquisition IEC 60870-5-104
M. Arifin, D. Stiawan, Bhakti Yudho Suprapto, S. Susanto +3 more
2024IET Cyper-Phys. Syst.: Theory & Appl.11 citations Open access
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IoT botnet attack detection using deep autoencoder and artificial neural networks
D. Stiawan, Susanto, Abdi Bimantara, M. Idris +1 more
2023KSII Transactions on Internet and Information Systems11 citations Open access
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IoT Botnet Malware Classification Using Weka Tool and Scikit-learn Machine Learning
Susanto, D. Stiawan, M. Arifin, M. Idris +1 more
20202020 7th International Conference on Electrical Engineering, Computer Sciences and Informatics (EECSI)10 citations
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Payload recognition and detection of Cross Site Scripting attack
M. Ridwan Zalbina, Tri Wanda Septian, D. Stiawan, M. Idris +2 more
20172017 2nd International Conference on Anti-Cyber Crimes (ICACC)10 citations
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TCP FIN Flood Attack Pattern Recognition on Internet of Things with Rule Based Signature Analysis
D. Stiawan, Dimas Wahyudi, Ahmad Heryanto, Samsuryadi Samsuryadi +4 more
2019Int. J. Online Biomed. Eng.9 citations Open access
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Effective and efficient approach in IoT Botnet detection
S. Susanto, M. Arifin, M. Idris, D. Stiawan +1 more
2023Sinergi8 citations Open access
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Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm
D. Stiawan, Somame Morianus Daely, Ahmad Heryanto, Nurul Afifah +2 more
2021Information Technology and Control8 citations Open access
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AIMC 2018 Asia International Multidisciplinary Conference SYSTEMATIC MAPPING STUDY PROTOCOL FOR SECURE SOFTWARE ENGINEERING
Rafiq Ahmad Khan, S. U. Khan, M. Idris
20198 citations
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IoT smart device for e-leaming content sharing on hybrid cloud environment
M. Idris, D. Stiawan, Nik Mohd Habibullah, A. Fikri +2 more
20172017 4th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)8 citations
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Classification of habitual activities in behavior-based network detection
D. Stiawan, A. H. Abdullah, M. Idris
20108 citations
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Dimensional Reduction With Fast ICA for IoT Botnet Detection
Susanto, D. Stiawan, Dian Palupi Rini, M. Arifin +3 more
2022Journal of Applied Security Research7 citations
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The trends of supervisory control and data acquisition security challenges in heterogeneous networks
M. Arifin, S. Susanto, D. Stiawan, M. Idris +1 more
2021Indonesian Journal of Electrical Engineering and Computer Science7 citations Open access
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An Improved Forest Fire Detection Model Using Audio Classification and Machine Learning
Kemahyanto Exaudi, D. Stiawan, B. Suprapto, H. Fakhrurroja +3 more
2026Comput. Mater. Continua6 citations Open access
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Protocol Share Based Traffic Rate Analysis (PSBTRA) for UDP Bandwidth Attack
Zohair Ihsan, M. Idris, Khalid Hussain, D. Stiawan +1 more
20116 citations Open access
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Designing consensus algorithm for collaborative signature-based intrusion detection system
E. Winanto, M. Idris, D. Stiawan, Mohammad Sulkhan Nurfatih
20215 citations Open access
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A Dimensionality Reduction Approach for Machine Learning Based IoT Botnet Detection
Susanto, D. Stiawan, M. Arifin, J. Rejito +2 more
20212021 8th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)5 citations
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Feature Selection using Chi Square to Improve Attack Detection Classification in IoT Network: Work in Progress
Zulhipni Reno Saputra Elsi, D. Stiawan, Ahmad Fali Oklilas, Susanto +4 more
20222022 9th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)4 citations
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A Comparative Analysis of Blockchain Consensus Algorithms from Shariah Perspective
Tasneem S. J. Darwish, Kamalrulnizam Abu Bakar, Gen Matsuda, Ahmed Aliyu +9 more
2020Journal of contemporary Islamic studies4 citations Open access
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Pitcher Flow: Unified Integration for Intrusion Prevention System
D. Stiawan, M. Idris, A. H. Abdullah
20114 citations
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Volume-based network intrusion attacks detection
M. Idris, A. H. Abdullah, M. A. Maarof
20084 citations
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A Robust and Efficient Machine Learning Framework for Enhancing Early Detection of Android Malware
Fandi Kurniawan, D. Stiawan, Darius Antoni, M. Idris +1 more
2025IEEE Access3 citations Open access
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Robust Misbehavior Detection Scheme for Vehicular Network
Mohammed Alzahrani, M. Idris, Fuad A. Ghaleb, R. Budiarto
20212021 International Conference on Data Science and Its Applications (ICoDSA)3 citations
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A Taxonomy and Survey of Data Partitioning Algorithms for Big Data Distributed Systems
Quadri Waseem, M. A. Maarof, M. Idris, Amril Nazir
20203 citations
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Attack and Vulnerability Penetration Testing: FreeBSD
D. Stiawan, M. Idris, A. H. Abdullah
20133 citations Open access
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Intrusion threat detection from insider attack using learning behavior-based
D. Stiawan, M. Idris, M. Salam, A. H. Abdullah
20123 citations Open access
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A study on advanced statistical analysis for network anomaly detection
M. A. Ngadi, M. Idris, A. H. Abdullah
20053 citations
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The Threat of Adversarial Attacks on Deep Learning-Based Intrusion Detection Systems
E. Winanto, M. Idris
20252025 10th International Conference on Information Technology and Digital Application (ICITDA)2 citations
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Hybrid Machine Learning Model for Anticipating Cyber Crime Malware in Android: Work on Progress
Fandi Kurniawan, D. Stiawan, Darius Antoni, Ahmad Heriyanto +2 more
20242024 11th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI)2 citations
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Classification of Darknet Traffic Using the AdaBoost Classifier Method
Rizky Elinda Sari, D. Stiawan, Nurul Afifah, M. Idris +1 more
2024Indonesian Journal of Electrical Engineering and Informatics (IJEEI)2 citations Open access
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Preprocessing and Framework for Edge Intelligence in Air Quality Control: Work on Progress
Aditya Putra Perdana Prasetyo, M. Idris, H. Fakhrurroja, D. Stiawan
20242024 International Conference on Informatics, Multimedia, Cyber and Information System (ICIMCIS)2 citations
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Object Tracking in Augmented Reality: Enhancement Using Convolutional Neural Networks
N. Nurhadi, D. Stiawan, M. Idris, Saparudin Saparudin
2022Indonesian Journal of Electrical Engineering and Informatics (IJEEI)2 citations Open access
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Time Efficiency on Computational Performance of PCA, FA and TSVD on Ransomware Detection
Benni Purnama, D. Stiawan, Darmawijoyo Hanapi, M. Idris +3 more
2022Indonesian Journal of Electrical Engineering and Informatics (IJEEI)2 citations Open access
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The trend malware source of IoT network
S. Susanto, M. Arifin, D. Stiawan, M. Idris +1 more
20212 citations Open access
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