deris stiawan

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Research profile with citations, yearly trend, article performance and author insights

Universitas Sriwijaya, Indonesia

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deris stiawan

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Author Impact Score

Custom 3-year author impact calculator based on citations and indexed documents.

23.66

Author impact score

1,869 Citations 2024 - 2026

79 Documents 2024 - 2026

Total Citations

3,637

Scholar + author-added

H-Index

25

research impact

I10-Index

57

quality score

Articles Found

252

merged research works

Top Performing Year

2025

815 citations

Tier

T1

CiteScore rank tier

Author CiteScore

23.66

Declining trend

Avg Citations / Year

228.44

yearly average

Citations / Article

14.43

impact efficiency

Citation Trend

385

Declining trend

Most Cited Article

CICIDS-2017 dataset feature analysis wi...

561 citations

Smart Insight Box

Auto Summary

Top citation year was 2025 with 815 citations. Average citations per year stand at 228.44. Each indexed article contributes around 14.43 citations on average. Latest Author Impact Score for 2026 is 23.66, indicating a declining trend. Current H-index is 25 and I10-index is 57. Most cited article currently has 561 citations. Recent yearly citation pattern indicates a declining trend.

Author Impact Score Trend

14 Years

Most Cited

561 Citations

Year: 2020

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

D Stiawan, MYB Idris, AM Bamhdi, R Budiarto

IEEE access 8, 132911-132921, 2020

Yearly Citations

Author year-wise citation data

Year	Citations
2026	385
2025	815
2024	669
2023	560
2022	414
2021	282
2020	157
2019	108
2018	88
2017	49
2016	46
2015	26
2014	16
2013	8
2012	17
2011	15

Yearly Citations Chart

Author citation trend

16 Years

Year-wise Citation Share

Citation percentage by year

Top Research Articles

Showing 20 articles per page

252 Articles Page 1 of 13

#	Article Details	Year
1	CICIDS-2017 dataset feature analysis with information gain for anomaly detection Google Scholar 👨‍🔬 D Stiawan, MYB Idris, AM Bamhdi, R Budiarto 📚 IEEE access 8, 132911-132921, 2020	2020
2	The Fast Health Interoperability Resources (FHIR) standard: systematic literature review of implementations, applications, challenges and opportunities Google Scholar 👨‍🔬 M Ayaz, MF Pasha, MY Alzahrani, R Budiarto, D Stiawan 📚 JMIR medical informatics 9 (7), e21929, 2021	2021
3	Attack classification of an intrusion detection system using deep learning and hyperparameter optimization Google Scholar 👨‍🔬 YN Kunang, S Nurmaini, D Stiawan, BY Suprapto 📚 Journal of Information Security and Applications 58, 102804, 2021	2021
4	WhatsApp, viber and telegram: Which is the best for instant messaging? Google Scholar 👨‍🔬 T Sutikno, L Handayani, D Stiawan, MA Riyadi, IMI Subroto 📚 International journal of electrical and computer engineering 6 (3), 909-914, 2016	2016
5	Investigating brute force attack patterns in IoT network Google Scholar 👨‍🔬 D Stiawan, MY Idris, RF Malik, S Nurmaini, N Alsharif, R Budiarto 📚 Journal of Electrical and Computer Engineering 2019 (1), 4568368, 2019	2019
6	Automatic features extraction using autoencoder in intrusion detection system Google Scholar 👨‍🔬 YN Kunang, S Nurmaini, D Stiawan, A Zarkasi 📚 2018 International conference on electrical engineering and computer science …, 2018	2018
7	A lstm-method for bitcoin price prediction: A case study yahoo finance stock market Google Scholar 👨‍🔬 F Ferdiansyah, SH Othman, RZRM Radzi, D Stiawan, Y Sazaki, U Ependi 📚 2019 international conference on electrical engineering and computer science …, 2019	2019
8	The trends of intrusion prevention system network Google Scholar 👨‍🔬 D Stiawan, AH Abdullah, MY Idris 📚 2010 2nd international conference on education technology and computer 4, V4 …, 2010	2010
9	Cyber-Attack Penetration Test and Vulnerability Analysis. Google Scholar 👨‍🔬 D Stiawan, MY Idris, AH Abdullah, F Aljaber, R Budiarto 📚 Int. J. Online Eng. 13 (1), 125-132, 2017	2017
10	An introduction to journal phishings and their detection approach Google Scholar 👨‍🔬 M Dadkhah, T Sutikno, MD Jazi, D Stiawan 📚 TELKOMNIKA (Telecommunication Computing Electronics and Control) 13 (2), 373-380, 2015	2015
11	An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction: YN Kunang et al. Google Scholar 👨‍🔬 YN Kunang, S Nurmaini, D Stiawan, BY Suprapto 📚 International Journal of Information Security 23 (3), 1619-1648, 2024	2024
12	An approach for optimizing ensemble intrusion detection systems Google Scholar 👨‍🔬 D Stiawan, A Heryanto, A Bardadi, DP Rini, IMI Subroto, MYB Idris, ... 📚 Ieee Access 9, 6930-6947, 2020	2020
13	Network anomaly detection research: a survey Google Scholar 👨‍🔬 K Kurniabudi, B Purnama, S Sharipuddin, D Darmawijoyo, D Stiawan, ... 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 7 (1 …, 2019	2019
14	Characterizing network intrusion prevention system Google Scholar 👨‍🔬 D Stiawan, AH Abdullah, MY Idris 📚 International Journal of Computer Applications 14 (1), 11-18, 2011	2011
15	Hybrid gated recurrent unit bidirectional-long short-term memory model to improve cryptocurrency prediction accuracy Google Scholar 👨‍🔬 F Ferdiansyah, SH Othman, RZM Radzi, D Stiawan, T Sutikno 📚 IAES International Journal of Artificial Intelligence 12 (1), 251-261, 2023	2023
16	Ping flood attack pattern recognition using a K-means algorithm in an Internet of Things (IoT) network Google Scholar 👨‍🔬 D Stiawan, ME Suryani, MY Idris, MN Aldalaien, N Alsharif, R Budiarto 📚 IEEE Access 9, 116475-116484, 2021	2021
17	Anomaly detection and monitoring in Internet of Things communication Google Scholar 👨‍🔬 D Stiawan, MY Idris, RF Malik, S Nurmaini, R Budiarto 📚 2016 8th International Conference on Information Technology and Electrical …, 2016	2016
18	Review of the machine learning methods in the classification of phishing attack Google Scholar 👨‍🔬 JA Jupin, T Sutikno, MA Ismail, MS Mohamad, S Kasim, D Stiawan 📚 Bulletin of Electrical Engineering and Informatics 8 (4), 1545-1555, 2019	2019
19	Improvement of attack detection performance on the internet of things with PSO-search and random forest Google Scholar 👨‍🔬 D Stiawan, MYB Idris, S Defit, YS Triana, R Budiarto 📚 Journal of Computational Science 64, 101833, 2022	2022
20	Phishing detection system using machine learning classifiers Google Scholar 👨‍🔬 D Stiawan 📚 Indonesian Journal of Electrical Engineering and Computer Science 17 (3 …, 2020	2020
21	An Improved LSTM-PCA Ensemble Classifier for SQL Injection and XSS Attack Detection. Google Scholar 👨‍🔬 D Stiawan, A Bardadi, N Afifah, L Melinda, A Heryanto, TW Septian, ... 📚 Comput. Syst. Sci. Eng. 46 (2), 1759-1774, 2023	2023
22	Proposal of the S-score for measuring the performance of researchers, institutions, and journals in Indonesia Google Scholar 👨‍🔬 L Lukman, M Dimyati, Y Rianto, IMI Subroto, T Sutikno, DS Hidayat, ... 📚 Science Editing 5 (2), 135-141, 2018	2018
23	IoT botnet malware classification Using Weka Tool and scikit-learn machine learning Google Scholar 👨‍🔬 D Stiawan, MAS Arifin, MY Idris, R Budiarto 📚 2020 7th International Conference on Electrical Engineering, Computer …, 2020	2020
24	Fortifying big data infrastructures to face security and privacy issues Google Scholar 👨‍🔬 T Sutikno, D Stiawan, IMI Subroto 📚 TELKOMNIKA (Telecommunication Computing Electronics and Control) 12 (4), 751-752, 2014	2014
25	Design Restful WebService of National Population Database for supporting E-health interoperability service Google Scholar 👨‍🔬 MM Amin, A Sutrisman, D Stiawan, A Maseleno 📚 Journal of Theoretical and Applied Information Technology 96 (15), 4794-4805, 2018	2018
26	Interoperability framework for integrated e-health services Google Scholar 👨‍🔬 MM Amin, A Sutrisman, D Stiawan, E Ermatita, MY Alzahrani, R Budiarto 📚 Bulletin of Electrical Engineering and Informatics 9 (1), 354-361, 2020	2020
27	Penetration testing and mitigation of vulnerabilities windows server Google Scholar 👨‍🔬 D Stiawan, MY Idris, AH Abdullah, M AlQurashi, R Budiarto 📚 International Journal of Network Security 18 (3), 501-513, 2016	2016
28	Fundamental Internetworking Development & Design Life Cycle Google Scholar 👨‍🔬 D Setiawan 📚 Artikel Fasilkom Universitas Sriwijaya, 2009	2009
29	Comparative analysis of K-Means method and Naïve Bayes method for brute force attack visualization Google Scholar 👨‍🔬 D Stiawan, S Sandra, E Alzahrani, R Budiarto 📚 2017 2nd International Conference on Anti-Cyber Crimes (ICACC), 177-182, 2017	2017
30	Improving classification attacks in IoT intrusion detection system using Bayesian hyperparameter optimization Google Scholar 👨‍🔬 YN Kunang, S Nurmaini, D Stiawan, BY Suprapto 📚 2020 3rd International Seminar on Research of Information Technology and …, 2020	2020
31	Implementation of fire image processing for land fire detection using color filtering method Google Scholar 👨‍🔬 A Zarkasi, S Nurmaini, D Stiawan, Firdaus, Abdurahman, C Deri Amanda 📚 Journal of Physics: Conference Series 1196 (1), 012003, 2019	2019
32	Intrusion prevention system: a survey Google Scholar 👨‍🔬 D Stiawan, AYI Shakhatreh, MY Idris, AB Kamarulnizam, HA Abdul 📚 Journal of Theoretical and Applied Information Technology 40 (1), 44-54, 2012	2012
33	Ransomware detection based on opcode behavior using k-nearest neighbors algorithm Google Scholar 👨‍🔬 N Afifah 📚 Information Technology and Control, 2021	2021
34	Denial of service attacks detection on SCADA network IEC 60870-5-104 using machine learning Google Scholar 👨‍🔬 MAS Arifin, D Stiawan, J Rejito, MY Idris, R Budiarto 📚 2021 8th International Conference on Electrical Engineering, Computer …, 2021	2021
35	Classification of habitual activities in behavior-based network detection Google Scholar 👨‍🔬 D Stiawan, AH Abdullah, MY Idris 📚 Journal of Computing 2 (8), 1-7, 2010	2010
36	Cyberattacks and data breaches in Indonesia by Bjorka: hacker or data collector? Google Scholar 👨‍🔬 T Sutikno, D Stiawan 📚 Bulletin of Electrical Engineering and Informatics 11 (6), 2989-2994, 2022	2022
37	Features extraction on IoT intrusion detection system using principal components analysis (PCA) Google Scholar 👨‍🔬 B Purnama, EA Winanto, D Stiawan, D Hanapi, MY bin Idris, R Budiarto 📚 2020 7th International Conference on Electrical Engineering, Computer …, 2020	2020
38	Penetration Testing and Network Auditing: Linux. Google Scholar 👨‍🔬 D Stiawan, M Idris, AH Abdullah 📚 Journal of information processing systems 11 (1), 104, 2015	2015
39	Oversampling and undersampling for intrusion detection system in the supervisory control and data acquisition IEC 60870‐5‐104 Google Scholar 👨‍🔬 MAS Arifin, D Stiawan, B Yudho Suprapto, S Susanto, T Salim, MY Idris, ... 📚 IET Cyber‐Physical Systems: Theory & Applications 9 (3), 282-292, 2024	2024
40	A novel dataset for experimentation with intrusion detection systems in SCADA networks using IEC 60870-5-104 standard Google Scholar 👨‍🔬 MAS Arifin, D Stiawan, BY Suprapto, T Salim, MY Idris, M Shenify, ... 📚 IEEE Access 12, 170553-170569, 2024	2024
41	Monitoring connectivity of Internet of Things device on Zigbee protocol Google Scholar 👨‍🔬 B Purnama, R Budiarto, D Stiawan, D Hanapi 📚 2018 International Conference on Electrical Engineering and Computer Science …, 2018	2018
42	IoT smart device for e-leaming content sharing on hybrid cloud environment Google Scholar 👨‍🔬 MY Idris, D Stiawan, NM Habibullah, AH Fikri, MR Abd Rahim, M Dasuki 📚 2017 4th International Conference on Electrical Engineering, Computer …, 2017	2017
43	Intrusion detection with deep learning on internet of things heterogeneous network Google Scholar 👨‍🔬 S Sharipuddin, B Purnama, K Kurniabudi, EA Winanto, D Stiawan, ... 📚 IAES Int J Artif Intell 10 (3), 735-742, 2021	2021
44	Personal data protection and liability of internet service provider: a comparative approach Google Scholar 👨‍🔬 NKS Dharmawan, DPD Kasih, D Stiawan 📚 International Journal of Electrical and Computer Engineering (IJECE) 9 (4 …, 2019	2019
45	IoT botnet attack detection using deep autoencoder and artificial neural networks. Google Scholar 👨‍🔬 D Stiawan, A Bimantara, MY Idris, R Budiarto 📚 KSII Transactions on Internet & Information Systems 17 (5), 1310, 2023	2023
46	Deep learning with focal loss approach for attacks classification Google Scholar 👨‍🔬 S Nurmaini 📚 Telkomnika, 2021	2021
47	Analisis Perbandingan Sistem Keamanan WEP/WPA/RADIUS Pada Jaringan Publik Wireless Hotspot Google Scholar 👨‍🔬 D Setiawan, DP Rini 📚 Semin. Nas. Electr. Informatics, It’s Educ, 1-5, 2009	2009
48	A dimensionality reduction approach for machine learning based IoT botnet detection Google Scholar 👨‍🔬 D Stiawan, MAS Arifin, J Rejito, MY Idris, R Budiarto 📚 2021 8th International Conference on Electrical Engineering, Computer …, 2021	2021
49	The Prevention Threat of Behavior-based Signature using Pitcher Flow Architecture Google Scholar 👨‍🔬 D Stiawan1&2, AH Abdullah, MY Idris 📚 IJCSNS 10 (40), 289, 2010	2010
50	Mental health with machine learning: A prediction-based intervention chatbot for mental health conversations Google Scholar 👨‍🔬 L Hermawan, D Stiawan, RA Syakurah, DS Ikhsan 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
51	Weightless Neural Networks Face Recognition Learning Process for Binary Facial Pattern Google Scholar 👨‍🔬 A Zarkasi, S Nurmaini, D Stiawan, BY Suprapto 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 10 (4 …, 2022	2022
52	Intrusion Prevention System (IPS) dan Tantangan dalam Pengembangannya Google Scholar 👨‍🔬 D Stiawan 📚 Deris. Unsri. Ac. id.[Diakses 10 May 2014], 2009	2009
53	Sentiment and emotion classification model using hybrid textual and numerical features: A case study of mental health counseling Google Scholar 👨‍🔬 I Ramayanti, L Hermawan, RA Syakurah, D Stiawan, M Meilinda, ... 📚 Journal of Applied Data Sciences 6 (3), 1482-1494, 2025	2025
54	The development of an internet of things (iot) network traffic dataset with simulated attack data Google Scholar 👨‍🔬 D Stiawan, D Wahyudi, TW Septian, MY Idris, R Budiarto 📚 Journal of Internet Technology 24 (2), 345-356, 2023	2023
55	Enhanced deep learning intrusion detection in iot heterogeneous network with feature extraction Google Scholar 👨‍🔬 S Sharipuddin, EA Winanto, B Purnama, K Kurniabudi, D Stiawan, ... 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 9 (3 …, 2021	2021
56	The architecture of indonesian publication index: A major indonesian academic database Google Scholar 👨‍🔬 T Sutikno 📚 TELKOMNIKA (Telecommunication Computing Electronics and Control), 2014	2014
57	E-commerce Google Scholar 👨‍🔬 D Stiawan	2013
58	CNN-LSTM hybrid model for improving bitcoin Price prediction results Google Scholar 👨‍🔬 R Zahilah, S Hajar, D Stiawan 📚 Applied Mathematics and Computational Intelligence (AMCI) 12 (4), 13-26, 2023	2023
59	User behavior traffic analysis using a simplified memory-prediction framework Google Scholar 👨‍🔬 R Budiarto, AA Alqarni, MY Alzahrani, MF Pasha, MFM Firdhous, ... 📚 Computers, Materials and Continua 70 (2), 2679-2698, 2022	2022
60	TCP FIN Flood Attack Pattern Recognition on Internet of Things with Rule Based Signature Analysis. Google Scholar 👨‍🔬 D Stiawan, D Wahyudi, A Heryanto, S Samsuryadi, MY Idris, FB Muchtar, ... 📚 Int. J. Online Biomed. Eng. 15 (7), 124-139, 2019	2019
61	A study of economic value estimation on cryptocurrency value back by gold, methods, techniques, and tools Google Scholar 👨‍🔬 F Ferdiansyah, SH Othman, RZM Radzi, D Stiawan 📚 Journal of Information Systems and Informatics 1 (2), 178-192, 2019	2019
62	The implementation of deep neural networks algorithm for malware classification Google Scholar 👨‍🔬 N Afifah, D Stiawan 📚 Computer Engineering and Applications Journal 8 (3), 189-202, 2019	2019
63	Denial of service attack visualization with clustering using K-means algorithm Google Scholar 👨‍🔬 NA Putri, D Stiawan, A Heryanto, TW Septian, L Siregar, R Budiarto 📚 2017 international conference on electrical engineering and computer science …, 2017	2017
64	Needs Analysis for the Development of Interactive Infographic Media Based on Discovery Learning on Renewable Energy Topics in Elementary Education Google Scholar 👨‍🔬 R Marita, D Stiawan, M Raharjo 📚 Journal of Innovation and Research in Primary Education 4 (3), 684-696, 2025	2025
65	Effective and efficient approach in IoT Botnet detection Google Scholar 👨‍🔬 S Susanto, D Stiawan, MAS Arifin, MY Idris, R Budiarto 📚 SINERGI 28 (1), 31-42, 2024	2024
66	Machine learning-based anomaly detection for smart home networks under adversarial attack Google Scholar 👨‍🔬 J Rejito, D Stiawan, A Alshaflut, R Budiarto 📚 Computer Science and Information Technologies 5 (2), 122-129, 2024	2024
67	Introduction to GOOSE Data Communication Attack Traffic Pattern in IEC 61850 Google Scholar 👨‍🔬 D Stiawan, BY Suprapto, H Setiawan, MAS Arifin 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
68	Malware detection in portable document format (PDF) files with byte frequency distribution (BFD) and support vector machine (SVM) Google Scholar 👨‍🔬 H Saputra, D Stiawan, H Satria 📚 Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) 9 (4), 1144-1153, 2023	2023
69	Cyberattack feature selection using correlation-based feature selection method in an intrusion detection system Google Scholar 👨‍🔬 A Heryanto, D Stiawan, MYB Idris, MR Bahari, A Al Hafizin, R Budiarto 📚 2022 9th International Conference on Electrical Engineering, Computer …, 2022	2022
70	Strategic Planning for Polytechnic Information Systems with an Enterprise Architecture Planning Approach Google Scholar 👨‍🔬 Tanto, R Meilano, D Stiawan, RF Malik 📚 Journal of Physics: Conference Series 1845 (1), 012057, 2021	2021
71	Designing consensus algorithm for collaborative signature-based intrusion detection system Google Scholar 👨‍🔬 EA Winanto, MY Idris, D Stiawan, MS Nurfatih 📚 Indones J. Electr. Eng. Comput. Sci 22, 485-496, 2021	2021
72	Robot movement controller based on dynamic facial pattern recognition Google Scholar 👨‍🔬 S Nurmaini, A Zarkasi, D Stiawan, BY Suprapto, SD Siswanti, H Ubaya 📚 Indones. J. Electr. Eng. Comput. Sci 22 (2), 733, 2021	2021
73	Congestion control for named data networking-based wireless ad hoc network Google Scholar 👨‍🔬 F Muchtar, MH Al-Adhaileh, R Alubady, PK Singh, R Ambar, D Stiawan 📚 Proceedings of First International Conference on Computing, Communications …, 2020	2020
74	Improving the anomaly detection by combining pso search methods and j48 algorithm Google Scholar 👨‍🔬 A Harris, AE Mintaria, D Stiawan, MY bin Idris, R Budiarto 📚 2020 7th international conference on electrical engineering, computer …, 2020	2020
75	The indoor positioning system using fingerprint method based deep neural network Google Scholar 👨‍🔬 RF Malik, R Gustifa, A Farissi, D Stiawan, H Ubaya, MR Ahmad, ... 📚 IOP Conference Series: Earth and Environmental Science 248 (1), 012077, 2019	2019
76	The Authority of Government in Clearing Hatefull and Hostilities Electronic Information Based on Tribe, Religion, Race and Intergroup Google Scholar 👨‍🔬 IG Yusa, D Bunga, D Stiawan 📚 International Journal of Electrical and Computer Engineering (IJECE) 7 (6 …, 2017	2017
77	Visualisasi Serangan Brute Force Menggunakan Metode K-Means dan Naïve Bayes Google Scholar 👨‍🔬 S Sandra	2016
78	Proposed threshold-based and rule-based approaches to detecting duplicates in bibliographic database Google Scholar 👨‍🔬 MM Amin, D Stiawan, E Ermatita, R Budiarto 📚 Bulletin of Electrical Engineering and Informatics 13 (3), 2036-2047, 2024	2024
79	Implementasi Sistem Deteksi Ransomware Menggunakan Deep Packet Inspection pada Layanan SMK Negeri 1 Palembang Google Scholar 👨‍🔬 DA Saputra, S Deris, S Tata 📚 Indonesian Journal of Multidisciplinary on Social and Technology 1 (2), 176-183, 2023	2023
80	Correction: The Fast Health Interoperability Resources (FHIR) standard: systematic literature review of implementations, applications, challenges and opportunities Google Scholar 👨‍🔬 M Ayaz, MF Pasha, MY Alzahrani, R Budiarto, D Stiawan 📚 JMIR Med Inform 9 (8), e32869, 2021	2021
81	Preprocessing and framework for unsupervised anomaly detection in IoT: work on progress Google Scholar 👨‍🔬 B Purnama, D Stiawan, R Budiarto 📚 2018 International conference on electrical engineering and computer science …, 2018	2018
82	Implementation of facial landmarks detection method for face follower mobile robot Google Scholar 👨‍🔬 A Zarkasi, F Abdau, AJ Anda, S Nurmaini, D Stiawan, BY Suprapto, ... 📚 Generic 14 (1), 19-24, 2022	2022
83	Enhancing trust model of information vehicular ad-hoc networks through blockchain consensus algorithm Google Scholar 👨‍🔬 MS Nurfatih, MY bin Idris, D Stiawan, EA Winanto 📚 2020 3rd International Conference on Information and Communications …, 2020	2020
84	Analysis of custody transfer on moving bundle protocol of wireless router in delay tolerant network (DTN) Google Scholar 👨‍🔬 F Noviani, D Stiawan, SD Siswanti, TW Septian, MA Riyadi, F Aljaber, ... 📚 2017 4th International Conference on Information Technology, Computer, and …, 2017	2017
85	Intrusion threat detection from insider attack using learning behavior-based Google Scholar 👨‍🔬 D Stiawan, MY Idris, MS Salam, AH Abdullah 📚 International Journal of the Physical Sciences 7 (4), 624-637, 2012	2012
86	A Robust and efficient machine learning framework for enhancing early detection of android malware Google Scholar 👨‍🔬 F Kurniawan, D Stiawan, D Antoni, MY Idris, R Budiarto 📚 IEEE Access 13, 127183-127220, 2025	2025
87	An improved forest fire detection model using audio classification and machine learning Google Scholar 👨‍🔬 K Exaudi, D Stiawan, BY Suprapto, H Fakhrurroja, MY Idris, TA Alghamdi, ... 📚 Computers, Materials and Continua 86 (1), 1-24, 2025	2025
88	Technologies in Urban Smart Waste Management Google Scholar 👨‍🔬 T Sutikno, IMI Subroto, D Stiawan, L Handayani 📚 High-tech and Innovative Series 1, 2024	2024
89	Vehicle routing problem with time windows using hybrid metaheuristic dragonfly algorithm and variable neighborhood search: work on progress Google Scholar 👨‍🔬 Y Yunita, D Stiawan, DP Rini 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
90	An enhanced method with part of speech tagging and named entity recognition techniques towards advanced persistent threat in cyber threat intelligence: work in progress Google Scholar 👨‍🔬 DR Permana, D Stiawan, DP Rini, N Afifah, SK Ningrum, R Budiarto 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
91	Dimensional reduction with fast ICA for IoT botnet detection Google Scholar 👨‍🔬 Susanto, D Stiawan, DP Rini, MAS Arifin, MY Idris, N Alsharif, R Budiarto 📚 Journal of Applied Security Research 18 (4), 665-688, 2023	2023
92	Object tracking in augmented reality: Enhancement using convolutional neural networks Google Scholar 👨‍🔬 N Nurhadi, D Stiawan, MY Idris, S Saparudin 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 10 (4 …, 2022	2022
93	Deep Neural Network for Heart Disease Medical Prescription Expert System Google Scholar 👨‍🔬 MK Omer, OE Sheta, MS Adrees, D Stiawan, MA Riyadi, R Budiarto 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 6 (2 …, 2018	2018
94	Energy-aware optimal clustering in wireless sensor network using integer/linear programming Google Scholar 👨‍🔬 Z Eskandari, SAH Seno, D Stiawan, B Kerim, R Budiarto 📚 2016 8th International Conference on Information Technology and Electrical …, 2016	2016
95	Security and Performance Evaluation of PPTP-Based VPN with AES Encryption in Enterprise Network Environments Google Scholar 👨‍🔬 A Heryanto, D Setiawan, BF Audrey, A Hermansyah, N Afifah, ISB Azhar, ... 📚 Jurnal Teknik Informatika (Jutif) 6 (4), 2171-2186, 2025	2025
96	Hybrid machine learning model for anticipating cyber crime malware in Android: Work on progress Google Scholar 👨‍🔬 F Kurniawan, D Stiawan, D Antoni, A Heriyanto, MY Idris, R Budiarto 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
97	Neural network models selection scheme for health mobile app development Google Scholar 👨‍🔬 YS Triana, MA Osman, A Pratomo, MF Pasha, D Stiawan, R Budiarto 📚 IAES International Journal of Artificial Intelligence 12 (3), 1191-1203, 2023	2023
98	Attack classification of an intrusion detection system using deep learning and Google Scholar 👨‍🔬 Y Novaria Kunang, S Nurmaini, D Stiawan, BY Suprapto 📚 Journal of Information Security and Applications 58, 2021	2021
99	N-gram effect in malware detection using multilayer perceptron (MLP) Google Scholar 👨‍🔬 B Purnama, D Stiawan, D Hanapi, EA Winanto, R Budiarto, MYB Idris 📚 2021 8th International Conference on Electrical Engineering, Computer …, 2021	2021
100	Mobile Application of Electronic Prescribing for Supporting E-Health Services Google Scholar 👨‍🔬 MM Amin, A Sutrisman, D Setiawan 📚 International Conference on Energy, Environment, Epidemiology and …, 2019	2019
101	Winter exponential smoothing: sales forecasting on purnama jati souvenirs center Google Scholar 👨‍🔬 F Adnan, P Damayanti, GW Fajarianto, AC Prihandoko 📚 2018 5th International Conference on Electrical Engineering, Computer …, 2018	2018
102	Information Framework of Pervasive Real Time Monitoring System: Case of Peat Land Forest Fires and Air Quality in South Sumatera, Indonesia Google Scholar 👨‍🔬 S Nurmaini, RF Malik, D Stiawan, Firdaus, Saparudin, B Tutuko 📚 IOP Conference Series: Materials Science and Engineering 190 (1), 012029, 2017	2017
103	Threat and Vulnerability Penetration Testing: Linux Google Scholar 👨‍🔬 D Stiawan, AH Abdullah, MY Idris 📚 網際網路技術學刊 15 (3), 333-342, 2014	2014
104	Attack and vulnerability penetration testing: FreeBSD Google Scholar 👨‍🔬 D Stiawan, MY Idris, AH Abdullah 📚 TELKOMNIKA (Telecommunication Computing Electronics and Control) 11 (2), 399-408, 2013	2013
105	Pitcher Flow: Unified Integration for Intrusion Prevention System Google Scholar 👨‍🔬 D Stiawan, AH Abdullah, MY Idris 📚 International Conference on Computer Communication and Management (ICCCM 2011), 2011	2011
106	Energy efficiency in sustainable software development: Clean code approaches Google Scholar 👨‍🔬 W Widhiarso, D Stiawan 📚 2024 International Conference on Electrical Engineering and Computer Science …, 2024	2024
107	New Approach Monitoring System with ESP32 and MQTT for the Best Position of the Floating Net Cage Google Scholar 👨‍🔬 D Hermanto, D Stiawan, BY Suprapto, E Permata, EP Widiyanto 📚 2023 10th International Conference on Electrical Engineering, Computer …, 2023	2023
108	Time efficiency on computational performance of PCA, fa and TSVD on ransomware detection Google Scholar 👨‍🔬 B Purnama, D Stiawan, D Hanapi, MY Idris, S Sharipuddin, N Afifah, ... 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 10 (1 …, 2022	2022
109	Feature selection using chi square to improve attack detection classification in IoT network: Work in progress Google Scholar 👨‍🔬 ZRS Elsi, D Stiawan, AF Oklilas, YN Kunang, MY Idris, R Budiarto 📚 2022 9th International Conference on Electrical Engineering, Computer …, 2022	2022
110	Malicious Activity Recognition on SCADA Network IEC 60870-5-104 Protocol Google Scholar 👨‍🔬 MAS Arifin, D Stiawan, D Prasetya, MY Idris, R Budiarto 📚 2021 International Conference on Technology and Policy in Energy and …, 2021	2021
111	Implementation of facial feature extraction using viola-jones method for mobile robot system Google Scholar 👨‍🔬 A Zarkasi, S Nurmaini, D Setiawan, A Kuswandi, S Desy Siswanti 📚 Journal of Physics: Conference Series 1500 (1), 012011, 2020	2020
112	Object Position Estimation Using Naive Bayes Classifier Algorithm Google Scholar 👨‍🔬 RF Malik, E Pratama, H Ubaya, R Zulfahmi, D Stiawan, K Exaudi 📚 2018 International Conference on Electrical Engineering and Computer Science …, 2018	2018
113	Konsep Dasar Internet & Tips Memilih ISP Google Scholar 👨‍🔬 D Stiawan, S Komputer, F Unsri 📚 Tidak Terpublikasi, 2015	2015
114	Survey on Heterogeneous Data for Recognizing Threat Google Scholar 👨‍🔬 M Deris Stiawan, Y Idris, AH Abdullah 📚 Journal of Computational Information Systems 7 (12), 4212-4224, 2011	2011
115	Teknologi Seluler CDMA dan GSM Google Scholar 👨‍🔬 D Setiawan 📚 PT. Elex Media Komputindo, 2003	2003
116	Machine learning model approach in cyber attack threat detection in security operation center Google Scholar 👨‍🔬 MA Saputra, D Stiawan, R Budiarto 📚 Computer Science and Information Technologies 6 (1), 80-90, 2025	2025
117	Early Mental Health Detection with Machine Learning: A Practical Approach to Model Development and Implementation Google Scholar 👨‍🔬 L Hermawan, RA Syakurah, M Meilinda, D Stiawan, ES Negara, ... 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 13 (2 …, 2025	2025
118	Innovative smart showcase design for indoors and eco-friendly hydroponics Google Scholar 👨‍🔬 K Exaudi, S Sembiring, APP Prasetyo, D Stiawan, H Fakhrurroja, ... 📚 Bulletin of Electrical Engineering and Informatics 14 (4), 2912-2922, 2025	2025
119	SHAP-based interpretable deep learning framework for phishing website detection Google Scholar 👨‍🔬 R Wahyudi, AA Dawai, D Stiawan, A Pranolo, Y Mao, AH Bagdade 📚 Sci. Inf. Technol. Lett 6 (2), 66-88, 2025	2025
120	On-the-fly, memory-aware unsupervised learning for network anomaly detection: A systematic literature review Google Scholar 👨‍🔬 S Alqithami, D Stiawan, R Budiarto 📚 e-Prime-Advances in Electrical Engineering, Electronics and Energy, 101146, 2025	2025
121	Preprocessing and framework for edge intelligence in air quality control: Work on progress Google Scholar 👨‍🔬 APP Prasetyo, MY Idris, H Fakhrurroja, D Stiawan 📚 2024 International Conference on Informatics, Multimedia, Cyber and …, 2024	2024
122	Initial study of oil palm crop condition detection through drone imagery: a YOLO approach Google Scholar 👨‍🔬 W Nugraha, D Stiawan 📚 2024 International Conference on Informatics, Multimedia, Cyber and …, 2024	2024
123	HTTP attack detection system based on HTTP inspect preprocessor and rule options Google Scholar 👨‍🔬 MR Zalbina, D Stiawan 📚 Available on academia. edu, last accessed April 10, 2023	2023
124	Exploring Long Short-Term Memory and Gated Recurrent Unit Networks for Emotion Classification from Electroencephalography Signals Google Scholar 👨‍🔬 DP Rini, WK Sari, N Yusliani, D Stiawan, A Utari 📚 Scientific Journal of Informatics 10 (4), 455-470, 2023	2023
125	Behavior pattern recognition of game Dragon Nest using bloom filter method Google Scholar 👨‍🔬 D Stiawan, MY Idris, D Aryandi, A Heryanto, TW Septian, F Muchtar, ... 📚 International Journal of Communication Networks and Information Security …, 2019	2019
126	Visualisasi Serangan Remote to Local (R2L) Dengan Clustering K-Means Google Scholar 👨‍🔬 EA Winanto, A Heryanto, D Stiawan 📚 Annu. Res. Semin 2 (1), 359-362, 2016	2016
127	Protocol Share Based Traffic Rate Analysis (PSBTRA) for UDP Bandwidth Attack Google Scholar 👨‍🔬 Z Ihsan, MY Idris, K Hussain, D Stiawan, K Mahmood Awan 📚 International Conference on Informatics Engineering and Information Science …, 2011	2011
128	Reliability Measurement of Internet Services Google Scholar 👨‍🔬 D Stiawan, H Abdul, YI Mohd 📚 International Conference on Green Computing. ICGC-RCICT, 2010	2010
129	Prototipe Laboratotium Bahasa Berbasis Komputer Menggunakan Model Arsitektur Three-Tier Google Scholar 👨‍🔬 DP Rini, D Stiawan, E Lestari 📚 Jurnal Generic 4 (2), 79239, 2009	2009
130	Kebijakan Sistem Informasi Manajemen Keamanan IT (Information Security Management Policy) Standard ISO 17799: 27002 Google Scholar 👨‍🔬 D Stiawan 📚 Universitas Sriwijaya, Palembang, 2009	2009
131	Enhanced Intrusion Detection in IoT Smart Homes: Leveraging Binary and Multi-Class Classification Models. Google Scholar 👨‍🔬 ZRS Elsi, D Stiawan, BY Suprapto, MAS Arifin, MY Idris, R Budiarto 📚 Int. J. Online Biomed. Eng. 21 (5), 63-86, 2025	2025
132	A Smart Decision Support System for Floating Net Cage Site Selection Based on Water Quality and Machine Learning. Google Scholar 👨‍🔬 D Hermanto, D Stiawan, BY Suprapto, MYB Idris, R Budiarto 📚 Int. J. Online Biomed. Eng. 21 (14), 58-75, 2025	2025
133	Shellcode Classification with Machine Learning Based on Binary Classification. Google Scholar 👨‍🔬 JN Semendawai, D Stiawan, I Pahendra 📚 Jurnal Indonesia Sosial Teknologi 6 (2), 2025	2025
134	Detection of android malware with deep learning method using convolutional neural network model Google Scholar 👨‍🔬 R Maulana, D Stiawan, R Budiarto 📚 Computer Science and Information Technologies 6 (1), 68-79, 2025	2025
135	The new model text abstract extraction with machine learning Google Scholar 👨‍🔬 M Farozi, D Stiawan, A Abdiansah, L Lukman 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
136	Ethically-Constrained Mental Health Chatbot for University Students: A Context-Aware NLP System using LLMs Google Scholar 👨‍🔬 RA Syakurah, L Hermawan, D Stiawan, MQ Rizqie, NT Roesli 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
137	A novel approach to responding to key data anomalies using unsupervised learning: Work in progress Google Scholar 👨‍🔬 FH Utami, D Stiawan, DP Rini, AS Nugroho, L Lukman 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
138	Integrating E-Government Architecture with Sustainable Tourism Indicators for SDG Monitoring: Evidence from South Sumatra, Indonesia Google Scholar 👨‍🔬 F Heriyanto, D Stiawan, S Samsuryadi, DP Rini, MDS Shakkah 📚 International Journal of Sustainable Development and Planning 20 (10), 4529-4539, 2025	2025
139	Development of Discovery Learning–Based Interactive Infographic Media on Renewable Energy Materials for Elementary School Students Google Scholar 👨‍🔬 R Marita, D Stiawan, M Raharjo 📚 Jurnal Penelitian Pendidikan IPA 11 (12), 35-42, 2025	2025
140	Classification of darknet traffic using the adaboost classifier method Google Scholar 👨‍🔬 RE Sari, D Stiawan, N Afifah, MY Idris, R Budiarto 📚 Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 12 (2 …, 2024	2024
141	Clustering man in the middle attack on chain and graph-based blockchain in internet of things network using k-means Google Scholar 👨‍🔬 S Nuzulastri, D Stiawan, H Satria, R Budiarto 📚 Computer Science and Information Technologies 5 (2), 176-185, 2024	2024
142	Optimizing web server performance: A comparative analysis of central manager and round robin load balancing algorithms Google Scholar 👨‍🔬 FP Arrasyid, D Stiawan, N Afifah, A Heryanto, ISB Azhar, A Bardadi, ... 📚 2024 International Conference on Electrical Engineering and Computer Science …, 2024	2024
143	Green Transportation Route Model for Industrial Goods Delivery with Genetic Algorithm Google Scholar 👨‍🔬 A Heryati, D Stiawan, H Setiawan, DP Rini, R Budiarto 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
144	Handling Imbalanced Datasets in Researcher Scientific Classification Using Oversampling and Undersampling Approaches Google Scholar 👨‍🔬 A Zulius, S Defit, D Stiawan, A Abdiansah, S Samsuryadi, NA Rahmi 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
145	IoT security: Botnet detection using self-organizing feature map and machine learning Google Scholar 👨‍🔬 D Stiawan, B Santoso, AO Sidabutar, MAS Arifin, MY Idris, R Budiarto 📚 Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 8 (6), 788-798, 2024	2024
146	Validity of Measurable Expertise on Publication Recognition Google Scholar 👨‍🔬 A Firdaus, D Stiawan 📚 2023 10th International Conference on Electrical Engineering, Computer …, 2023	2023
147	Impact of Dimensionality Reduction on Performance of IoT Intrusion Detection System Google Scholar 👨‍🔬 D Stiawan, MY Idris, R Budiarto 📚 Internet of Things, 101-124, 2022	2022
148	Performance Comparison of Feature Face Detection Algorithm on The Embedded Platform Google Scholar 👨‍🔬 A Zarkasi, S Nurmaini, D Stiawan, BY Suprapto, H Ubaya, R Kurniati 📚 Computer Engineering and Applications Journal 11 (2), 113-126, 2022	2022
149	Decision Support System using Weighting Similarity Model for Constructing Ground-Truth Dataset Google Scholar 👨‍🔬 MM Amin, D Stiawan, IMI Subroto 📚 2022 9th International Conference on Electrical Engineering, Computer …, 2022	2022
150	JMIR Medical Informatics Google Scholar 👨‍🔬 B Damoiseaux-Volman, N van der Velde, S Ruige, J Romijn, ... 📚 JMIR 9 (7), 2021	2021
151	Pengembangan Kluster Web Server Pada Fakultas Ilmu Komputer Universitas Sriwijaya Google Scholar 👨‍🔬 A Heryanto, D Stiawan, APP Prasetyo 📚 Annual Research Seminar (ARS) 5 (1), 326-330, 2020	2020
152	PoAS: Enhanced Consensus Algorithm for Collaborative Blockchain Intrusion Detection System Google Scholar 👨‍🔬 EA Winanto, MY bin Idris, D Stiawan, MSN Fatih 📚 2020 3rd International Conference on Information and Communications …, 2020	2020
153	Deteksi Serangan Denial of Service Menggunakan Rule Based Signature Analysis pada Jaringan Internet of Things Google Scholar 👨‍🔬 D Wahyudi 📚 Universitas Sriwijaya, 9947, 2019	2019
154	Investigating Brute Force Attack Patterns Google Scholar 👨‍🔬 D Stiawan, MY Idris, RF Malik, S Nurmaini, N Alsharif, R Budiarto 📚 Anomaly Detection in IoT: Recent Advances, AI and ML Perspectives and …, 2019	2019
155	Smart Real-Time Internet-of-Things Network Monitoring System Google Scholar 👨‍🔬 AF Alharthi, MY Alzahrani, I Aldmour, D Stiawan, MF Pasha, R Budiarto 📚 Powering the Internet of Things With 5G Networks, 202-225, 2018	2018
156	Computer Anxiety and Computer Attitude towards Computer Self Efficacy (CSE) Polsri Telecommunication Engineering Student on Writing the Final Report Google Scholar 👨‍🔬 M Gan 📚 Proceeding of the Electrical Engineering Computer Science and Informatics, 2015	2015
157	Optimalisasi Interkoneksi VPN Menggunakan Hardware Based dan Iix (Indonesia Internet Exchange) Sebagai Alternatif Jaringan Skala Luas (WAN) Google Scholar 👨‍🔬 D Stiawan, DP Rini 📚 Jurnal Generic 4 (1), 79153, 2009	2009
158	Optimalisasi Interkoneksi Virtual Private Network (VPN) Dengan menggunakan Hardware Based dan Iix (Indonesia Internet Exchange) Sebagai Altenatif Jaringan Skala Luas Wan) Google Scholar 👨‍🔬 D Setiawan, DP Rini 📚 Palembang: Jurnal ilmiah Generic 4, 0
159	Drone-Based Oil Palm Health Classification Using an Integrated YOLOv8 and MobileNetV2 Framework. Google Scholar 👨‍🔬 W Nugraha, D Stiawan 📚 Ingénierie des Systèmes d'Information 31 (1), 305, 2026	2026
160	Needs Analysis for the Development of Interactive Infographic Media on Painting Materials in Cultural Arts Subjects for Grade IX Junior High School Google Scholar 👨‍🔬 S Suyono, M Raharjo, D Stiawan 📚 Journal of Educational Sciences 10 (2), 3301-3319, 2026	2026
161	Predicting Incident Resolution Time in IT Service Management via Lifecycle Feature Aggregation and Machine Learning. Google Scholar 👨‍🔬 D Stiawan, A Rahman, MDS Shakkah, R Budiarto 📚 Ingénierie des Systèmes d'Information 31 (2), 511, 2026	2026
162	Rare Attack Detection in Imbalanced Intrusion Detection Systems Using Double-kernel Class-specific Broad Learning System and RBF Neural Network Google Scholar 👨‍🔬 R Wahyudi, KN Isnaini, Y Purwati, M Syafrizal, FS Utomo, SA Barkah, ... 📚 International Journal of Intelligent Engineering & Systems 19 (3), 2026	2026
163	Hybrid Metaheuristics of Optimized Dragonfly Algorithm and Variable Neighborhood Search for Vehicle Routing Problem with Time Windows. Google Scholar 👨‍🔬 Y Yunita, D Stiawan, DP Rini, EP Adhy Sugara, R Budiarto, TA Alghamdi 📚 International Journal of Intelligent Engineering & Systems 19 (3), 1042, 2026	2026
164	Optimalisasi Keamanan Siber dan AI dalam Akselerasi Transformasi Digital Sektor Industri Sumatera Selatan Google Scholar 👨‍🔬 D Stiawan, A Heryanto, N Afifah, A Hermansyah, DP Rini, SK Ningrum, ... 📚 Jurnal Pengabdian UNDIKMA 7 (2), 2026	2026
165	Performance Enhancement of Supervisory Control and Data Acquisition (SCADA) IEC 60870-5-104 Intrusion Detection Using Sequence-Aware and Hybrid Deep Learning Models: A … Google Scholar 👨‍🔬 MAS Arifin, D Stiawan, S Susanto, MY Idris, R Budiarto 📚 Cureus Journals 3 (1), 2026	2026
166	Rule-Based DDoS Attack Detection Using Machine Learning for the Internet of Things Google Scholar 👨‍🔬 D Stiawan, S Susanto, J Wahyudi, N Afifah, MY Idris, TA Alghamdi, ... 📚 JOIV: International Journal on Informatics Visualization 10 (3), 1042-1055, 2026	2026
167	Data Curation Meets Domain-Specific Transformers: A Comprehensive NER Framework for STIX-Aligned Cyber Threat Intelligence Google Scholar 👨‍🔬 DR Permana, D Stiawan, W Xi, D Rosiyadi, N Afifah, SK Ningrum, ... 📚 e-Prime–Nexus of Electrical, Electronic, and Intelligent Engineering, 201221, 2026	2026
168	User behavior analysis for insider attack detection using a combination of memory prediction model and recursive feature elimination algorithm Google Scholar 👨‍🔬 YAS TRIANA, MA Osman, D Stiawan, R Budiarto 📚 International Journal of Electrical and Computer Engineering (IJECE) 15 (2 …, 2025	2025
169	Classification and similarity detection of Indonesian scientific journal articles Google Scholar 👨‍🔬 NS Cahyani, D Stiawan, A Abdiansah, N Afifah, DR Permana 📚 Computer Science and Information Technologies 6 (2), 147-158, 2025	2025
170	A Text-Based Recommendation System Analysis Using a Hybrid Machine Learning Model Google Scholar 👨‍🔬 F Purwaningtias, D Stiawan, YN Kunang, L Lukman 📚 2025 International Conference on Information and Communication Technology …, 2025	2025
171	Sistem Deteksi Ancaman Malicious Software pada Perangkat Mobile untuk Peningkatan Kesadaran Keamanan Siber Google Scholar 👨‍🔬 A Heryanto, N Afifah, D Stiawan 📚 Jurnal Pengabdian Kepada Masyarakat, Magang dan Kerja Praktek 4 (1), 8-13, 2025	2025
172	Recognition of Illegible Digits on Indonesian Election C1 Forms Using Convolutional Neural Network for Recapitulation Information System (SIREKAP). Google Scholar 👨‍🔬 MA Rahmadhani, D Stiawan 📚 Ingénierie des Systèmes d'Information 30 (8), 2113, 2025	2025
173	A Semi-Supervised Machine Learning Framework for Detecting Political Hoaxes Based on Keyword-Guided Clustering Google Scholar 👨‍🔬 S Sayfudin, D Stiawan, F Ferdiansyah, A Wijaya, AS Nugroho, ... 📚 2025 International Electronics Symposium (IES), 645-651, 2025	2025
174	FC-PoW: A Machine Learning-Based Blockchain Consensus for Efficient Order Processing in Manufacturing. Google Scholar 👨‍🔬 E Hartati, D Stiawan, A Rahman, D Rosiyadi 📚 Ingénierie des Systèmes d'Information 30 (9), 2521, 2025	2025
175	UDP Flood Attack Detection in IoT Networks Using Decision Tree Algorithm Google Scholar 👨‍🔬 N Afifah, D Stiawan, SK Ningrum, R Andika, ED Nanda, AS Nugroho 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
176	Leveraging Generative AI for Proactive Customer Churn Management in the Telecommunications Sector Google Scholar 👨‍🔬 A Laksono, MY Idris, F Muhamed, D Stiawan 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
177	Enhancing Security against Outsider SSH Lateral Movement through Rule-Based Detection Google Scholar 👨‍🔬 D Stiawan, DP Rini, A Heryanto, IPA Saputra, F Kurniawan, A Wijaya, ... 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
178	Early-Stage Detection of ICMPv6 Flooding Using Decision Trees in Smart Home Systems (Work in Progress) Google Scholar 👨‍🔬 A Hermansyah, D Stiawan, A Heryanto, N Afifah, D Saputra, FA Saputra, ... 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
179	Developing Multi-GRU Architectures for DDoS Attack Detection in IoT Environments: Work in Progress Google Scholar 👨‍🔬 A Rahim, D Stiawan, H Satria, D Rosiyadi, R Budiarto 📚 2025 12th International Conference on Electrical Engineering, Computer …, 2025	2025
180	New approach to measuring researcher expertise using cosine similarity algorithm and association rules Google Scholar 👨‍🔬 A Firdaus, D Stiawan, S Samsuryadi, R Budiarto 📚 Bulletin of Electrical Engineering and Informatics 14 (5), 4138-4149, 2025	2025
181	Comparative Analysis of Decision Tree, Random Forest, and XGBoost for IoT Intrusion Detection in Smart Home Google Scholar 👨‍🔬 A Wibowo, D Stiawan, A Heryanto, FA Saputra, F Kurniawan, ... 📚 2025 IEEE 2nd International Conference on Cryptography, Informatics, and …, 2025	2025
182	Personal Attributes As Indicators Of Students Leading Competence: A Conceptual Analysis In The Context Of Higher Education Google Scholar 👨‍🔬 SA Mardhiyah, D Stiawan, M Meilinda, M Pratiwi, RD Iswari 📚 Jurnal Pendidikan Karakter, 2025	2025
183	Optimizing Shortest Path Routing in Software Defined Networks using Bellman-Ford Algorithm Google Scholar 👨‍🔬 D Stiawan, DP Rini, H Saputra, A Hermansyah, N Nur’Aini 📚 2025 International Conference on Artificial Intelligence and Technological …, 2025	2025
184	Implementation of Internet Of Things (IoT) Based Air Quality Detection (AQD) Monitoring With CO2, Temperature, And Humidity Sensors In Outdoor Environments Google Scholar 👨‍🔬 APP Prasetyo, MYB Idris, H Fakhrurroja, D Stiawan, S Aji 📚 2025 International Conference on Artificial Intelligence and Technological …, 2025	2025
185	Optimizing DDoS Attack Detection in IoT Networks Using a Sparse Autoencoder: Work in Progress Google Scholar 👨‍🔬 A Rahim, H Satria, D Rosiyadi, D Stiawan, R Budiarto 📚 2025 International Conference on Artificial Intelligence and Technological …, 2025	2025
186	Bayesian Network-Based Anomaly Detection for SQL Injection Attacks in HTTP Payloads Google Scholar 👨‍🔬 N Afifah, D Danuarta, D Stiawan, DR Permana, TW Septian, IP Aprilia 📚 2025 International Conference on Artificial Intelligence and Technological …, 2025	2025
187	Automating Threat Intelligence Knowledge Graph Construction Through Named Entity Recognition with DeepSeek Google Scholar 👨‍🔬 DR Permana, N Afifah, SK Ningrum, D Stiawan, M Yazid Idris, R Budiarto 📚 International Conference of Reliable Information and Communication …, 2025	2025
188	Blockchain-Powered Traceability in Subsidized Fertilizer Supply Chain: A Data-Driven Approach Using Smart Contracts and Anomaly Detection Google Scholar 👨‍🔬 M Agustina, D Stiawan, YN Kunang 📚 2025 International Conference on Informatics, Multimedia, Cyber and …, 2025	2025
189	Songket MPN: A Decentralized Quality Ranking Architecture for Songket Based on Material Composition Using Federated Learning (Work in Progress) Google Scholar 👨‍🔬 A Nugrasyah, D Stiawan, N Afifah, AS Mohruni, DR Permana, ... 📚 2025 International Conference on Informatics, Multimedia, Cyber and …, 2025	2025
190	Q-BiLSTM: A Quantum–Bidirectional LSTM Model for DDoS Detection in IoT Networks Google Scholar 👨‍🔬 D Stiawan, MAS Arifin, MY Idris, R Budiarto 📚 2025 International Conference on Informatics, Multimedia, Cyber and …, 2025	2025
191	Managing and Tracking Physical Assets in University using Blockchain Proof-of-Authority: Work in Progress Google Scholar 👨‍🔬 MA Firdaus, D Stiawan, MY Idris, MM Susanto, DR Indah, D Kurniawan 📚 2025 International Conference on Informatics, Multimedia, Cyber and …, 2025	2025
192	Sustainable Forest Fire detection: A Mapping through Bibliometrics and Scientific Knowledge Research Google Scholar 👨‍🔬 K Exaudi, D Stiawan, BY Suprapto 📚 2024 International Conference on Electrical Engineering and Computer Science …, 2024	2024
193	Priority Based Cyber Incident Handling: Work in Progress Google Scholar 👨‍🔬 D Stiawan, W Widhiarso, R Budiarto 📚 2024 11th International Conference on Electrical Engineering, Computer …, 2024	2024
194	Klasifikasi Shellcode dengan Machine Learning Berbasis Klasifikasi Biner. Google Scholar 👨‍🔬 JN Semendawai, D Stiawan, I Pahendra 📚 Jurnal Pendidikan Indonesia 5 (11), 2024	2024
195	Number Pattern Recognition of C1 Sheet by Convolutional Neural Network (CNN) Method Google Scholar 👨‍🔬 MA Rahmadhani, D Stiawan 📚 2024 International Conference on Informatics, Multimedia, Cyber and …, 2024	2024
196	A comprehensive baseline comparison of classical machine learning algorithms for phishing website detection Google Scholar 👨‍🔬 R Wahyudi, D Stiawan, SR Selamat, MZ Mas' ud, FA Rahim, QK Kadhim, ... 📚 Science in Information Technology Letters 5 (2), 43-62, 2024	2024
197	A Novel Cyber Threat Intelligence (CTI) Framework for Detecting Android Malware: Work on Progress Google Scholar 👨‍🔬 A Wijaya, D Stiawan, BY Suprapto, IPA Saputra, DP Rini, MY Idris, ... 📚 2024 International Conference on Information Technology Systems and …, 2024	2024
198	Sistem Network Security Appliances Pada Small Board Computer Sebagai Alat Deteksi Serangan Siber Google Scholar 👨‍🔬 A Heryanto, A Bardadi, TW Septian, A Hermansyah, N Afifah, D Stiawan 📚 Jurnal Pengabdian Kepada Masyarakat, Magang dan Kerja Praktek 2 (1), 37-47, 2023	2023
199	Optimization of Feature Selection to Improve Order Transaction Performance in the Manufacturing Industry Google Scholar 👨‍🔬 E Hartati, D Stiawan, W Widhiarso 📚 2023 10th International Conference on Electrical Engineering, Computer …, 2023	2023
200	Clustering Data Log CITA Blockchain Performance Monitoring with Mean Shift Method Google Scholar 👨‍🔬 H Ubaya, D Stiawan, BY Suprapto, MI Perdana 📚 2023 International Conference on Informatics, Multimedia, Cyber and …, 2023	2023
201	Similarity: Improvement of Attack Detection Performance on the Internet of Things Network with PSO-Search and Random Forest Google Scholar 👨‍🔬 K Kurniabudi, D Stiawan, D Darmawijoyo, MYB Idris, S Defit, YS Triana, ... 📚 -, 2022	2022
202	6 Impact of Dimensionality Google Scholar 👨‍🔬 D Stiawan, MY Idris, R Budiarto 📚 Internet of Things: Frameworks for Enabling and Emerging Technologies, 101, 2022	2022
203	Intelligent Sentiment Analysis On Cellphone Checking By Police Officer Google Scholar 👨‍🔬 B Prasetyo, YS Triana, R Budiarto, D Stiawan 📚 2022 9th International Conference on Electrical Engineering, Computer …, 2022	2022
204	Visualization of grandblue fantasy game traffic pattern using deep packet inspection method Google Scholar 👨‍🔬 D Stiawan, C Prabowo, A Heryanto, N Afifah, AE Minarno, R Budiarto 📚 Kinetik: Game Technology, Information System, Computer Network, Computing …, 2020	2020
205	SISTEM PENCEGAHAN SERANGAN SQL INJECTION PADA WEB PENETRATION TESTING DAMN VULNERABLE WEB ATTACK DVWA MENGGUNAKAN METODE BAYESIAN NETWORK Google Scholar 👨‍🔬 J ALKASAR, D Stiawan 📚 Sriwijaya University, 2020	2020
206	VISUALISASI DAN KLASIFIKASI MALWARE MENGGUNAKAN METODE K-NEAREST NEIGHBOR Google Scholar 👨‍🔬 MDWI HAFIZ, D Stiawan 📚 Sriwijaya University, 2020	2020
207	Analysis WhatsApp Forensic and Visualization in Android Smartphone with Support Vector Machine (SVM) Method Google Scholar 👨‍🔬 Ubaidillah, D Stiawan, TW Septian, RF Malik, Fepiliana, A Heriyanto, ... 📚 Journal of Physics: Conference Series 1196 (1), 012064, 2019	2019
208	Pemrograman Aplikasi Mobile Menggunakan Eclipse ADT: Seri Tutorial Pembuatan Aplikasi Mobile Berbasis Android Google Scholar 👨‍🔬 MM Amin, S Kom, A Sutrisman, S Kom, M Kom, D Stiawan 📚 Penerbit Ahatek, 2019	2019
209	Using NDN in Improving Energy Efficiency of MANET Google Scholar 👨‍🔬 F Muchtar, PK Singh, R Alubady, INAM Nordin, R Ambar, MN Yusoff, ... 📚 Proceedings of ICRIC 2019: Recent Innovations in Computing, 439-452, 2019	2019
210	Workshop Teknik Keamanan Jaringan Internet Pada Siswa Sma/Smk Di Pangkal Pinang Tahun 2019 Google Scholar 👨‍🔬 A Heryanto, D Stiawan, APP Prasetyo, O Arsalan, A Bardadi 📚 Annual Research Seminar (ARS) 5 (2), 43-49, 2019	2019
211	Adaptive modulation and coding selection mechanisms for single-cell LTE broadcasting in enterprise network Google Scholar 👨‍🔬 M Algharem, MH Omar, D Stiawan, I Aldmour, R Budiarto 📚 International Journal of Digital Enterprise Technology 1 (1-2), 60-78, 2018	2018
212	Measurement of Component Performance (Sensor) on Internet of Thing (IoT) Google Scholar 👨‍🔬 B Purnama, D Wahyudi, S Suryani, D Stiawan, R Budiarto 📚 2018 International Conference on Electrical Engineering and Computer Science …, 2018	2018
213	Workshop Teknik Keamanan Dalam Menggunakan Internet Pada Siswa SMK Di Indralaya Tahun 2018 Google Scholar 👨‍🔬 A Heryanto, D Stiawan, O Arsalan, R Kurniati 📚 Annual Research Seminar (ARS) 4 (2), 31-33, 2018	2018
214	Network-on-Chip Paradigm for System-on-Chip Communication Google Scholar 👨‍🔬 R Budiarto, L Siregar, D Stiawan 📚 Computer Engineering and Applications Journal 6 (1), 1, 2017	2017
215	PELATIHAN TEKNIK VIDEO EDITING BAGI SISWA SMK IT MUTIARA AZZAM PALEMBANG Google Scholar 👨‍🔬 AF Okilas, SD Siswanti, R Firsandaya, A Heryanto, D Setiawan 📚 Annual Research Seminar (ARS) 2 (2), 2017	2017
216	IAES International Conference on Electrical Engineering, Computer Science and Informatics Google Scholar 👨‍🔬 MA Riyadi, SAD Prasetyowati, T Sutikno, D Stiawan 📚 IOP Conference Series: Materials Science and Engineering 190 (1), 011001, 2017	2017
217	Optimizing Subgroups Formation for E-MBMS Transmissions in LTE Networks Google Scholar 👨‍🔬 M Algharem, MH Omar, D Stiawan, R Budiarto 📚 IOP Conference Series: Materials Science and Engineering 190 (1), 012045, 2017	2017
218	Analisis Forensik Jaringan pada WhatsApp Google Scholar 👨‍🔬 U Ubaidillah, D Stiawan 📚 Annual Research Seminar (ARS) 3 (1), 27-30, 2017	2017
219	Pengelolaan Sistem Keamanan Jaringan dengan Adopsi Pola Kerja Hacker Google Scholar 👨‍🔬 SA Valianta, D Stiawan 📚 Annual Research Seminar: Computer Science and Information and Communications …, 2015	2015
220	Sistem Deteksi HTTP menggunakan HTTP Inspect Preprocessor and Rule Options Google Scholar 👨‍🔬 MR Zalbina, D Stiawan 📚 Annual Research Seminar (ARS) 1 (1), 129-130, 2015	2015
221	Pengenalan Pola pada Lalu Lintas Data dengan Deep Packet Inspection Google Scholar 👨‍🔬 T Salim, SA Valianta, D Stiawan 📚 Annual Research Seminar (ARS) 1 (1), 131-132, 2015	2015
222	Pemanfaatan Jaringan Nirkabel Untuk Komunikasi Data dan Suara di SMK Teknik Komputer dan Jaringan di Palembang Google Scholar 👨‍🔬 RF Malik, D Stiawan, E Erwin, R Passarella, S Sutarno, AF Oklilas, ... 📚 Annual Research Seminar (ARS) 1 (1), 127-128, 2015	2015
223	Hubungan Prilaku Remaja Berinternet di Inderalaya Google Scholar 👨‍🔬 RF Malik, D Stiawan, E Erwin, R Passarella, S Sembiring, A Heryanto 📚 Annual Research Seminar (ARS) 1 (1), 167-168, 2015	2015
224	Active Response Intrusion Prevention System Using Dynamic Parameters Selection Google Scholar 👨‍🔬 D Stiawan 📚 Universiti Teknologi Malaysia, 2014	2014
225	Research on Heteregeneous Data for Recognizing Threat Google Scholar 👨‍🔬 D Stiawan, AH Abdullah, MY Idris 📚 International Conference on Software and Data Technologies 2, 222-225, 2011	2011
226	HETEREGENEOUS PARAMETERS FOR ACCURACY THREAT Google Scholar 👨‍🔬 M DERIS STIAWAN, Z IHSAN, K HUSSAIN, AH ABDULLAH 📚 Journal of Theoretical and Applied Information Technology 33 (2), 2011	2011
227	Visualisasi Serangan Denial Of Service Dengan Clustering Menggunakan K-Means Algorithm Google Scholar 👨‍🔬 D Stiawan, A Heryanto
228	Optimalisasi Jaringan Gigabit MAN UNSRI Google Scholar 👨‍🔬 D Stiawan
229	Finance and Treasurer Google Scholar 👨‍🔬 M Ashari, Z Nawawi, R Budiarto, SAD Prasetyowati, K Firdausy, ...
230	2017 4th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI) 19-21 September 2017, Yogyakarta, Indonesia Google Scholar 👨‍🔬 MA Riyadi, M Facta, D Stiawan
231	Organizing Committee EECSI 2020 Google Scholar 👨‍🔬 R Umar, Z Nawawi, R Budiarto, SAD Prasetyowati, D Mahdiana, ...
232	Using NDN in Improving Energy Efficiency of MANET Check for Google Scholar 👨‍🔬 D Stiawan
233	SISTEM PENCEGAHAN SERANGAN MALWARE REMOTE ACCESS TROJAN (RATs) DENGAN METODE SUPPORT VECTOR MACHINE DI SMALL BOARD COMPUTER Google Scholar 👨‍🔬 D ANDANY
234	Dr: Ir Skemi, MT NIP. 19612032006041001 Google Scholar 👨‍🔬 MT Deris Stiawan
235	SISTEM PENCEGAHAN SERANGAN DDOS TCP FLOOD MENGGUNAKAN ALGORITMA INGRESS/EGRESS FILTERING Google Scholar 👨‍🔬 M CAHYADI
236	Post-Fire Peat Land Understory Plant in Rimba Panjang, Sumatera, Indonesia Google Scholar 👨‍🔬 S Nurmaini, RF Malik, D Stiawan
237	Implementation of Fire lmage Processing for Land Fire Detection Using Color Filtering Method Google Scholar 👨‍🔬 D Stiawan
238	loT Smart Device for e-Learning Content Sharing on Hybrid Cloud Environment Google Scholar 👨‍🔬 D Stiawan
239	Deris Stiawan, MT, Ph. D. IPU Google Scholar 👨‍🔬 A Bardadi, S SI, M Kom
240	The Indoor Positioning System Using Fingerprint Method Based Deep Neural Google Scholar 👨‍🔬 D Stiawan
241	Prediction A Case Study Yahoo Finance Google Scholar 👨‍🔬 D Stiawan
242	Time Monitoring System Case of Peat Land Forest Fires and Air Ouality in South Google Scholar 👨‍🔬 D Stiawan
243	Improvement of Attack Detection Performance on the Internet of Things Google Scholar 👨‍🔬 D Stiawan
244	Automatic Features Extraction Using Google Scholar 👨‍🔬 D Stiawan
245	Finance Chairs and Treasurer Google Scholar 👨‍🔬 M Facta, W Fatmawati, IMI Subroto, D Stiawan, MA Riyadi, L Handayani, ...
246	Optimization of Anomaly Detection Method by Combining Au-toencoder and Long Short-Term Memory (LSTM) in Cyber AttackClassification Google Scholar 👨‍🔬 A Heryanto, D Stiawan, M Qurhanul Rizqie, A Bardadi, A Hermansyah, ... 📚 Available at SSRN 6630798, 0
247	The trend malware source of IoT network Google Scholar 👨‍🔬 D Stiawan
248	WLAN Based Position Estimation System Using Classification Fuzzy K-Nearest Neighbor (FK-NN) Google Scholar 👨‍🔬 D Stiawan
249	A Framework of Promoting Government Services using Social Media Sudan E-Government Case Study Google Scholar 👨‍🔬 D Stiawan
250	Face Movement Detection Using Template Matching Google Scholar 👨‍🔬 D Stiawan
251	Payload Recognition and Detection of Cross Site Scripting Attack Google Scholar 👨‍🔬 D Stiawan
252	Important Features of CICIDS-2017 Dataset For Anomaly Detection in High Dimension and Imbalanced Class Dataset Google Scholar 👨‍🔬 D Stiawan

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