نتائج البحث - "Stiawan, Deris"

1

Book

Peer-Review Statements

المؤلفون: Husni, Nyayu Latifah, Caesarendra, Wahyu, Aznury, Martha, Novianti, Leni, Stiawan, Deris

المصدر: Advances in Engineering Research ; Proceedings of the 7th FIRST 2023 International Conference on Global Innovations (FIRST-ESCSI 2023) ; page 1-3 ; ISSN 2731-8079 2352-5401 ; ISBN 9789464633856 9789464633863

الاتاحة: http://dx.doi.org/10.2991/978-94-6463-386-3_1

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2

Academic Journal

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

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

المصدر: IEEE Access ; volume 12, page 170553-170569 ; ISSN 2169-3536

الاتاحة: http://dx.doi.org/10.1109/access.2024.3473895
http://xplorestaging.ieee.org/ielx8/6287639/10380310/10705161.pdf?arnumber=10705161

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3

Academic Journal

Malware Detection in Portable Document Format (PDF) Files with Byte Frequency Distribution (BFD) and Support Vector Machine (SVM)

المؤلفون: Saputra, Heru, Stiawan, Deris, Satria, Hadipurnawan

المصدر: Jurnal Ilmiah Teknik Elektro Komputer dan Informatika; Vol 9, No 4 (2023): December; 1144-1153 ; 2338-3062 ; 2338-3070

مصطلحات موضوعية: Portable document format, Malware, Byte frequency distribution, Sequential forward selection, Support vector machine

وصف الملف: application/pdf

Relation: http://journal.uad.ac.id/index.php/JITEKI/article/view/27559/pdf_252; http://journal.uad.ac.id/index.php/JITEKI/article/view/27559

الاتاحة: http://journal.uad.ac.id/index.php/JITEKI/article/view/27559
https://doi.org/10.26555/jiteki.v%vi%i.27559

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4

Academic Journal

The incorporation of stacked long short-term memory into intrusion detection systems for botnet attack classification

المؤلفون: Heryanto, Ahmad, Stiawan, Deris, Hermansyah, Adi, Firnando, Rici, Pertiwi, Hanna, Bin Idris, Mohd Yazid, Budiarto, Rahmat

المصدر: IAES International Journal of Artificial Intelligence (IJ-AI); Vol 13, No 3: September 2024; 3657-3670 ; 2252-8938 ; 2089-4872 ; 10.11591/ijai.v13.i3

مصطلحات موضوعية: Botnet, Cyber attack, Long short-term memory, Principal component analysis, Synthetic minority oversampling technique

وصف الملف: application/pdf

Relation: https://ijai.iaescore.com/index.php/IJAI/article/view/26195/14176; https://ijai.iaescore.com/index.php/IJAI/article/view/26195

الاتاحة: https://ijai.iaescore.com/index.php/IJAI/article/view/26195
https://doi.org/10.11591/ijai.v13.i3.pp3657-3670

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5

Academic Journal

Proposed threshold-based and rule-based approaches to detecting duplicates in bibliographic database

المؤلفون: Amin, M. Miftakul, Stiawan, Deris, Ermatita, Ermatita, Budiarto, Rahmat

المصدر: Bulletin of Electrical Engineering and Informatics; Vol 13, No 3: June 2024; 2036-2047 ; 2302-9285 ; 2089-3191 ; 10.11591/eei.v13i3

مصطلحات موضوعية: Computer and Informatics Engineering, Duplicate detection, Research database, Rule-based, Similarity function, Threshold-based

وصف الملف: application/pdf

Relation: https://beei.org/index.php/EEI/article/view/7665/3741; https://beei.org/index.php/EEI/article/view/7665

الاتاحة: https://beei.org/index.php/EEI/article/view/7665
https://doi.org/10.11591/eei.v13i3.7665

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6

Academic Journal

Clustering man in the middle attack on chain and graph-based blockchain in internet of things network using k-means

المؤلفون: Nuzulastri, Sari, Stiawan, Deris, Satria, Hadipurnawan, Budiarto, Rahmat

المصدر: Computer Science and Information Technologies; Vol 5, No 2: July 2024; 176-185 ; 2722-3221 ; 2722-323X ; 10.11591/csit.v5i2

مصطلحات موضوعية: Blockchain, Internet of things, K-means, Man in the middle, Network security

وصف الملف: application/pdf

Relation: http://iaesprime.com/index.php/csit/article/view/392/170; http://iaesprime.com/index.php/csit/article/view/392

الاتاحة: http://iaesprime.com/index.php/csit/article/view/392
https://doi.org/10.11591/csit.v5i2.p176-185

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7

Academic Journal

Machine learning-based anomaly detection for smart home networks under adversarial attack

المؤلفون: Rejito, Juli, Stiawan, Deris, Alshaflut, Ahmed, Budiarto, Rahmat

المصدر: Computer Science and Information Technologies; Vol 5, No 2: July 2024; 122-129 ; 2722-3221 ; 2722-323X ; 10.11591/csit.v5i2

مصطلحات موضوعية: Adversarial attack, Generative adversarial network, Machine learning, Multi layer perceptron, Smart network

وصف الملف: application/pdf

Relation: http://iaesprime.com/index.php/csit/article/view/383/176; http://iaesprime.com/index.php/csit/article/view/383

الاتاحة: http://iaesprime.com/index.php/csit/article/view/383
https://doi.org/10.11591/csit.v5i2.p122-129

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8

Book

Correction to: Proceedings of the 6th FIRST 2022 International Conference (FIRST-ESCSI 2022)

المؤلفون: Husni, Nyayu Latifah, Caesarendra, Wahyu, Aznury, Martha, Novianti, Leni, Stiawan, Deris

المصدر: Atlantis Highlights in Engineering ; Proceedings of the 6th FIRST 2022 International Conference (FIRST-ESCSI 2022) ; page C1-C1 ; ISSN 2731-7927 2589-4943 ; ISBN 9789464631173 9789464631180

الاتاحة: https://doi.org/10.2991/978-94-6463-118-0_57

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9

Book

Peer-Review Statements

المؤلفون: Husni, Nyayu Latifah, Caesarendra, Wahyu, Aznury, Martha, Novianti, Leni, Stiawan, Deris

المصدر: Atlantis Highlights in Engineering ; Proceedings of the 6th FIRST 2022 International Conference (FIRST-ESCSI 2022) ; page 1-3 ; ISSN 2731-7927 2589-4943 ; ISBN 9789464631173 9789464631180

الاتاحة: http://dx.doi.org/10.2991/978-94-6463-118-0_1

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10

Academic Journal

Neural network models selection scheme for health mobile app development

المؤلفون: Sudarya Triana, Yaya, Azam Osman, Mohd, Pratomo, Adji, Fermi Pasha, Muhammad, Stiawan, Deris, Budiarto, Rahmat

المساهمون: Research & Technology Directorate, Universitas Mercu Buana

المصدر: IAES International Journal of Artificial Intelligence (IJ-AI); Vol 12, No 3: September 2023; 1191-1203 ; 2252-8938 ; 2089-4872 ; 10.11591/ijai.v12.i3

مصطلحات موضوعية: Neural Network, Model Selection, Model Validation, Graphical user interface design, Healthcare mobile app, Machine learning

وصف الملف: application/pdf

Relation: https://ijai.iaescore.com/index.php/IJAI/article/view/22013/13689; https://ijai.iaescore.com/index.php/IJAI/article/downloadSuppFile/22013/3026; https://ijai.iaescore.com/index.php/IJAI/article/view/22013

الاتاحة: https://ijai.iaescore.com/index.php/IJAI/article/view/22013
https://doi.org/10.11591/ijai.v12.i3.pp1191-1203

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11

Academic Journal

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

المؤلفون: Ferdiansyah, Ferdiansyah, Othman, Siti Hajar, Md Radzi, Raja Zahilah, Stiawan, Deris, Sutikno, Tole

المساهمون: Deris Stiawan, Faculty of Computer Science, Universitas Sriwijaya, Palembang, Indonesia Email: deris@unsri.ac.id

المصدر: IAES International Journal of Artificial Intelligence (IJ-AI); Vol 12, No 1: March 2023; 251-261 ; 2252-8938 ; 2089-4872 ; 10.11591/ijai.v12.i1

مصطلحات موضوعية: Deep Learning, Prediction, LSTM, Cryptocurrency, Data Science, Gated recurrent unit, Long short-term memory, Mean absolute percentage error, Root mean square error

وصف الملف: application/pdf

Relation: https://ijai.iaescore.com/index.php/IJAI/article/view/21781/13585; https://ijai.iaescore.com/index.php/IJAI/article/view/21781

الاتاحة: https://ijai.iaescore.com/index.php/IJAI/article/view/21781
https://doi.org/10.11591/ijai.v12.i1.pp251-261

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12

Academic Journal

Exploring Long Short-Term Memory and Gated Recurrent Unit Networks for Emotion Classification from Electroencephalography Signals

المؤلفون: Rini, Dian Palupi, Sari, Winda Kurnia, Yusliani, Novi, Stiawan, Deris, Utari, Aspirani

المصدر: Scientific Journal of Informatics; Vol 10, No 4 (2023): November 2023; 455 - 468 ; 2460-0040 ; 2407-7658 ; 10.15294/sji.v10i4

مصطلحات موضوعية: Long Short-Term Memory, Gated Recurrent Unit, Emotion Classification, EEG Signals

وصف الملف: application/pdf

Relation: https://journal.unnes.ac.id/nju/index.php/sji/article/view/47734/pdf; https://journal.unnes.ac.id/nju/index.php/sji/article/view/47734

الاتاحة: https://journal.unnes.ac.id/nju/index.php/sji/article/view/47734
https://doi.org/10.15294/sji.v10i4.47734

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13

Academic Journal

Effective and efficient approach in IoT Botnet detection

المؤلفون: Susanto, Susanto, Stiawan, Deris, Arifin, M. Agus Syamsul, Idris, Mohd. Yazid, Budiarto, Rahmat

المصدر: SINERGI; Vol 28, No 1 (2024); 31-42 ; 24601217 ; 14102331

مصطلحات موضوعية: IoT, Dimensionality reduction, LDA

وصف الملف: application/pdf

Relation: https://publikasi.mercubuana.ac.id/index.php/sinergi/article/view/20462/7846; https://publikasi.mercubuana.ac.id/index.php/sinergi/article/downloadSuppFile/20462/4655; https://publikasi.mercubuana.ac.id/index.php/sinergi/article/view/20462

الاتاحة: https://publikasi.mercubuana.ac.id/index.php/sinergi/article/view/20462
https://doi.org/10.22441/sinergi.2024.1.004

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14

Academic Journal

Klasifikasi Shellcode dengan Machine Learning Berbasis Klasifikasi Biner. (Malay)

المؤلفون: Semendawai, Jaka Naufal, Stiawan, Deris, Pahendra, Iwan

المصدر: Jurnal Pendidikan Indonesia; Nov2024, Vol. 5 Issue 11, p1514-1526, 13p

مصطلحات موضوعية: INTERNET, INTERNET security, MACHINE learning, DECISION trees, EXPERIMENTS

15

Academic Journal

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

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

المصدر: IET CyberPhysical Systems: Theory & Applications; Sep2024, Vol. 9 Issue 3, p282-292, 11p

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16

Academic Journal

Cyberattacks and data breaches in Indonesia by Bjorka: hacker or data collector?

المؤلفون: Sutikno, Tole, Stiawan, Deris

المصدر: Bulletin of Electrical Engineering and Informatics; Vol 11, No 6: December 2022; 2989-2994 ; 2302-9285 ; 2089-3191 ; 10.11591/eei.v11i6

وصف الملف: application/pdf

Relation: https://beei.org/index.php/EEI/article/view/4854/3033; https://beei.org/index.php/EEI/article/view/4854

الاتاحة: https://beei.org/index.php/EEI/article/view/4854
https://doi.org/10.11591/eei.v11i6.4854

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17

Academic Journal

User behavior traffic analysis using a simplified memory-prediction framework

المؤلفون: Budiarto, Rahmat, Alqarni, Ahmad A., Alzahrani, Mohammed Y., Pasha, Muhammad Fermi, Firdhous, Mohamed Fazil Mohamed, Stiawan, Deris

المصدر: Budiarto , R , Alqarni , A A , Alzahrani , M Y , Pasha , M F , Firdhous , M F M & Stiawan , D 2022 , ' User behavior traffic analysis using a simplified memory-prediction framework ' , Computers, Materials and Continua , vol. 70 , no. 2 , pp. 2679-2698 . https://doi.org/10.32604/cmc.2022.019847

مصطلحات موضوعية: Insider attacks, Machine learning, Memory prediction framework, User behavior analytics

وصف الملف: application/pdf

الاتاحة: https://research.monash.edu/en/publications/e34746f4-72c8-467f-b8fa-2329b1850ed6
https://doi.org/10.32604/cmc.2022.019847
https://researchmgt.monash.edu/ws/files/423362315/379476813_oa.pdf
http://www.scopus.com/inward/record.url?scp=85116029126&partnerID=8YFLogxK

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