論文

• Berjab Nesrine, Hieu Hanh Le, Haruo Yokota. Recovering Missing Data via Top- k Repeated Patterns for Fuzzy-based Abnormal Node Detection in Sensor Networks, IEEE Access, Vol. 10, pp. 61046-61064, June 2022.
• Berjab Nesrine, Hieu Hanh Le, Haruo Yokota. A Spatiotemporal and Multivariate Attribute Correlation Extraction Scheme for Detecting Abnormal Nodes in WSNs, IEEE Access, Vol. 9, pp. 135266-135284, Sept. 2021.

国際会議発表 (査読有り)

• Nesrine Berjab, Hieu Hanh Le, Haruo Yokota. Trust Assessment Model based on Hierarchical Decision-making Process in IoT Sensor Networks, The 18th European Dependable Computing Conference (EDCC 2022), Proceeding of the 18th European Dependable Computing Conference (EDCC 2022), pp. 33-40, Sept. 2022.
• Yunfan Li, Nesrine Berjab, Hieu Hanh Le, Haruo Yokota. Centralized Trust Scheme for Cluster Routing of Wireless Sensor Networks, The 2019 International Workshop on IoT Big Data and Blockchain (IoTBB’2019) in conjunction with the 2019 IEEE International Conference on Big Data (IEEE Big Data 2019), Proceeding of the 2019 International Workshop on IoT Big Data and Blockchain (IoTBB’2019) in conjunction with the 2019 IEEE International Conference on Big Data (IEEE Big Data 2019), pp. 5239-5248, Dec. 2019.
• Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota. Hierarchical Abnormal-node Detection using Fuzzy Logic for ECA Rule-based Wireless Sensor Networks, The 23rd IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2018), pp. 289-298, Dec. 2018.
• Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota. Abnormal-node Detection Based on Spatio-temporal and Multivariate-attribute Correlation in Wireless Sensor Networks, The 16th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC'2018), pp. 568-575, Aug. 2018.
• Nesrine Berjab, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota. Impact Analysis for Dos and Integrity Attacks on IoT Systems, The 7th International Conference on Information Systems and Technologies, Proceedings of the 7th International Conference on Information Systems and Technologies, Mar. 2017.

国内会議発表 (査読なし・不明)

• Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota. Fuzzy logic and ECA rules-based misbehaving-node detection for cluster-based heterogeneous IoT systems, The 11th Forum on Data Engineering and Information Management (DEIM2019), Proceeding of the 11th Forum on Data Engineering and Information Management (DEIM2019), A8-1, Mar. 2019.

学位論文

• A study on abnormal-node detection and root cause analysis for dependable IoT sensor networks,  Exam Summary,  Doctor (Academic),  Tokyo Institute of Technology,  2022/12/31,   
• A study on abnormal-node detection and root cause analysis for dependable IoT sensor networks,  Summary,  Doctor (Academic),  Tokyo Institute of Technology,  2022/12/31,   
• A study on abnormal-node detection and root cause analysis for dependable IoT sensor networks,  Outline,  Doctor (Academic),  Tokyo Institute of Technology,  2022/12/31,   
• A study on abnormal-node detection and root cause analysis for dependable IoT sensor networks,  Thesis,  Doctor (Academic),  Tokyo Institute of Technology,  2022/12/31, 

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