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ORCIDDeris Stiawan
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Journal Articles
- 2024
[j14]Yesi Novaria Kunang
, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto:
An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction. Int. J. Inf. Sec. 23(3): 1619-1648 (2024)- 2023
- [j13]Deris Stiawan, Ali Bardadi, Nurul Afifah, Lisa Melinda, Ahmad Heryanto, Tri Wanda Septian, Mohd Yazid Idris, Imam Much Ibnu Subroto, Lukman, Rahmat Budiarto:
An Improved LSTM-PCA Ensemble Classifier for SQL Injection and XSS Attack Detection. Comput. Syst. Sci. Eng. 46(2): 1759-1774 (2023) - 2022
- [j12]Kurniabudi, Deris Stiawan, Darmawijoyo, Mohammad Yazid Bin Idris, Defit Sarjon, Yaya Sudarya Triana, Rahmat Budiarto:
Improvement of attack detection performance on the internet of things with PSO-search and random forest. J. Comput. Sci. 64: 101833 (2022) - 2021
- [j11]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:
An Approach for Optimizing Ensemble Intrusion Detection Systems. IEEE Access 9: 6930-6947 (2021) - [j10]Deris Stiawan, Meilinda Eka Suryani, Susanto, Mohd Yazid Idris, Muawya N. Aldalaien, Nizar Alsharif, Rahmat Budiarto:
Ping Flood Attack Pattern Recognition Using a K-Means Algorithm in an Internet of Things (IoT) Network. IEEE Access 9: 116475-116484 (2021) - [j9]Yesi Novaria Kunang, Siti Nurmaini, Deris Stiawan, Bhakti Yudho Suprapto:
Attack classification of an intrusion detection system using deep learning and hyperparameter optimization. J. Inf. Secur. Appl. 58: 102804 (2021) - [j8]Deris Stiawan, Somame Morianus Daely, Ahmad Heryanto, Nurul Afifah, Mohd Yazid Idris, Rahmat Budiarto:
Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm. Inf. Technol. Control. 50(3): 495-506 (2021) - 2020
- [j7]Kurniabudi, Deris Stiawan, Darmawijoyo, Mohammad Yazid Bin Idris, Alwi M. Bamhdi, Rahmat Budiarto:
CICIDS-2017 Dataset Feature Analysis With Information Gain for Anomaly Detection. IEEE Access 8: 132911-132921 (2020) - 2019
- [j6]Deris Stiawan, Diky Aryandi, Ahmad Heryanto, Tri Wanda Septian, Farkhana Muchtar, Mohd Yazid Idris, Rahmat Budiarto:
Behavior Pattern Recognition of Game Dragon Nest Using Bloom Filter Method. Int. J. Commun. Networks Inf. Secur. 11(1) (2019) - [j5]Deris Stiawan, Dimas Wahyudi, Ahmad Heryanto, Samsuryadi Samsuryadi, Mohd Yazid Idris, Farkhana Muchtar, Mohammed Abdullah Alzahrani, Rahmat Budiarto:
TCP FIN Flood Attack Pattern Recognition on Internet of Things with Rule Based Signature Analysis. Int. J. Online Biomed. Eng. 15(7): 124-139 (2019) - [j4]Deris Stiawan, Mohd Yazid Idris, Reza Firsandaya Malik, Siti Nurmaini, Nizar Alsharif, Rahmat Budiarto:
Investigating Brute Force Attack Patterns in IoT Network. J. Electr. Comput. Eng. 2019: 4568368:1-4568368:13 (2019) - 2017
- [j3]Deris Stiawan, Mohd Yazid Idris, Abdul Hanan Abdullah, Fahad Aljaber, Rahmat Budiarto:
Cyber-Attack Penetration Test and Vulnerability Analysis. Int. J. Online Eng. 13(1): 125-132 (2017) - 2016
- [j2]Deris Stiawan, Mohd Yazid Idris, Abdul Hanan Abdullah, Mohammed AlQurashi, Rahmat Budiarto:
Penetration Testing and Mitigation of Vulnerabilities Windows Server. Int. J. Netw. Secur. 18(3): 501-513 (2016) - 2015
- [j1]Deris Stiawan, Mohammad Yazid Bin Idris, Abdul Hanan Abdullah:
Penetration Testing and Network Auditing: Linux. J. Inf. Process. Syst. 11(1): 104-115 (2015)
Conference and Workshop Papers
- 2011
- [c1]Deris Stiawan, Abdul Hanan Abdullah, Mohammad Yazid Bin Idris:
Research on Heteregeneous Data for Recognizing Threat. ICSOFT (1) 2011: 222-225
Coauthor Index
aka: Mohd Yazid Idris
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