Search Results - "Stiawan, Deris"

CICIDS-2017 Dataset Feature Analysis With Information Gain for Anomaly Detection by Kurniabudi, Stiawan, Deris, Darmawijoyo, Bin Idris, Mohd Yazid, Bamhdi, Alwi M., Budiarto, Rahmat

“…Feature selection (FS) is one of the important tasks of data preprocessing in data analytics. The data with a large number of features will affect the…”
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The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities by Ayaz, Muhammad, Pasha, Muhammad F, Alzahrani, Mohammed Y, Budiarto, Rahmat, Stiawan, Deris

“…Background Information technology has shifted paper-based documentation in the health care sector into a digital form, in which patient information is…”
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Investigating Brute Force Attack Patterns in IoT Network by Alsharif, Nizar, Nurmaini, Siti, Malik, Reza Firsandaya, Idris, Mohd. Yazid, Stiawan, Deris, Budiarto, Rahmat

“…Internet of Things (IoT) devices may transfer data to the gateway/application server through File Transfer Protocol (FTP) transaction. Unfortunately, in terms…”
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Oversampling and undersampling for intrusion detection system in the supervisory control and data acquisition IEC 60870‐5‐104 by Arifin, M. Agus Syamsul, Stiawan, Deris, Yudho Suprapto, Bhakti, Susanto, Susanto, Salim, Tasmi, Idris, Mohd Yazid, Budiarto, Rahmat

“…Supervisory control and data acquisition systems are critical in Industry 4.0 for controlling and monitoring industrial processes. However, these systems are…”
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Ping Flood Attack Pattern Recognition Using a K-Means Algorithm in an Internet of Things (IoT) Network by Stiawan, Deris, Suryani, Meilinda Eka, Susanto, Idris, Mohd Yazid, Aldalaien, Muawya N., Alsharif, Nizar, Budiarto, Rahmat

“…Security is the main challenge in Internet of Things (IoT) systems. The devices on the IoT networks are very heterogeneous, many of them have limited…”
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An Approach for Optimizing Ensemble Intrusion Detection Systems by Stiawan, Deris, Heryanto, Ahmad, Bardadi, Ali, Rini, Dian Palupi, Subroto, Imam Much Ibnu, Kurniabudi, Idris, Mohd Yazid Bin, Abdullah, Abdul Hanan, Kerim, Bedine, Budiarto, Rahmat

“…Intrusion Detection System is yet an interesting research topic. With a very large amount of traffic in real-time networks, feature selection techniques that…”
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Effective and efficient approach in IoT Botnet detection by Susanto, Susanto, Stiawan, Deris, Arifin, M. Agus Syamsul, Idris, Mohd. Yazid, Budiarto, Rahmat

“…Internet of Things (IoT) technology presents an advantage to daily life, but this advantage is not a guarantee of security. This is because cyber-attacks, such…”
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Correction: The Fast Health Interoperability Resources (FHIR) Standard: Systematic Literature Review of Implementations, Applications, Challenges and Opportunities by Ayaz, Muhammad, Pasha, Muhammad F, Alzahrani, Mohammed Y, Budiarto, Rahmat, Stiawan, Deris

“…Related Article Correction of: https://medinform.jmir.org/2021/7/e21929…”
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Mobile Application of Electronic Prescribing for Supporting E-Health Services by Amin, M. Miftakul, Sutrisman, Adi, Stiawan, Deris, Ermatita

“…The frequency of frequent medication errors in misreading prescriptions and drug doses that have the potential to cause harm and endanger the patient's health…”
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Proposal of the S-score for measuring the performance of researchers, institutions, and journals in Indonesia by Lukman, Lukman, Dimyati, Muhammad, Rianto, Yan, Subroto, Imam Much Ibnu, Sutikno, Tole, Hidayat, Deden Sumirat, Nadhiroh, Irene M, Stiawan, Deris, Haviana, Sam Farisa Chaerul, Heryanto, Ahmad, Yuliansyah, Herman

“…This study aimed to propose a tool for measuring the research performance of researchers, institutions, and journals in Indonesia based on bibliometrics…”
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Automatic Features Extraction Using Autoencoder in Intrusion Detection System by Kunang, Yesi Novaria, Nurmaini, Siti, Stiawan, Deris, Zarkasi, Ahmad, Firdaus, Jasmir

“…Intrusion Detection System (IDS) can detect attacks by analysing the patterns of data traffic in the network. With a large amount of data that is processed in…”
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Attack classification of an intrusion detection system using deep learning and hyperparameter optimization by Kunang, Yesi Novaria, Nurmaini, Siti, Stiawan, Deris, Suprapto, Bhakti Yudho

“…A network intrusion detection system (NIDS) is a solution that mitigates the threat of attacks on a network. The success of a NIDS depends on the success of…”
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An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction by Kunang, Yesi Novaria, Nurmaini, Siti, Stiawan, Deris, Suprapto, Bhakti Yudho

“…The rapid growth of the Internet of things (IoT) platform has implications on security vulnerabilities that need to be resolved. This requires an intrusion…”
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A Novel Dataset for Experimentation with Intrusion Detection Systems in SCADA Networks using IEC 60870-5-104 Standard by Agus Syamsul Arifin, M., Stiawan, Deris, Suprapto, Bhakti Yudho, Susanto, Salim, Tasmi, Idris, Mohd. Yazid, Shenify, Mohamed, Budiarto, Rahmat

“…Supervisory Control and Data Acquisition (SCADA) systems, particularly Remote Terminal Units (RTUs), are vulnerable to cyber-attacks due to their limited…”
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Improvement of attack detection performance on the internet of things with PSO-search and random forest by Kurniabudi, Stiawan, Deris, Darmawijoyo, Bin Idris, Mohd Yazid, Defit, Sarjon, Triana, Yaya Sudarya, Budiarto, Rahmat

“…The presence of the internet of things allows various smart devices to be connected and interact with each other. Although IoT provides benefits in daily…”
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Ransomware Detection Based On Opcode Behavior Using K-Nearest Neighbors Algorithm by Stiawan, Deris, Daely, Somame Morianus, Heryanto, Ahmad, Afifah, Nurul, Idris, Mohd Yazid, Budiarto, Rahmat

“…Ransomware is a malware that represents a serious threat to a user’s information privacy. By investigating howransomware works, we may be able to recognise its…”
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Dimensional Reduction With Fast ICA for IoT Botnet Detection by  , Susanto, Stiawan, Deris, Rini, Dian Palupi, Arifin, M. Agus Syamsul, Idris, Mohd Yazid, Alsharif, Nizar, Budiarto, Rahmat

“…The Internet of Things (IoT) has unique characteristics with a minimalist design and has network access with great scalability, which makes it difficult to…”
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Validity of Measurable Expertise on Publication Recognition by Firdaus, Ali, Stiawan, Deris, Samsuryadi

“…In recent years, increasing attention has been given to the use of expert opinions in decision-making and problem-solving processes. Several methodical…”
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Optimization of Feature Selection to Improve Order Transaction Performance in the Manufacturing Industry by Hartati, Ery, Stiawan, Deris, Widhiarso, Wijang

“…The development of business processes that occur in Industry 4.0 requires the optimization of processes in the system, especially in the process of order…”
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Intelligent Sentiment Analysis On Cellphone Checking By Police Officer by Prasetyo, Barep, Triana, Yaya Sudarya, Budiarto, Rahmat, Stiawan, Deris

“…Twitter is one of social media used by the public to send and read tweets that have been shared, making it easier to express their opinions. The opinions found…”
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