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2026	A literature review on sinkhole attack detection for Internet of Things Ad Hoc Networks Mohammad Nadim, John Rhed Eugenio, Anitha Chennamaneni
2026	Machine Learning-Driven Intrusion Detection for Securing IoT-Based Wireless Sensor Networks Future Internet Yirga Yayeh Munaye, Abebaw Demelash Gebeyehu, Li-Chia Tai, Zemenu Alem Abebe, Aeneas Bekele Workneh, Robel Berie Tarekegn, Yenework Belayneh Chekol, Getaneh Berie Tarekegn
2026	Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Zainab Alansari, Mohammad Riyaz Belgaum
2025	An Optimized Broadcast-Based Synchronization Protocol for Wireless Time Sensitive Networks IEEE Access Zihao Liu, Zhe Zhao, Peiwei Guo
2025	An efficient data driven framework for intrusion detection in wireless sensor networks using deep learning Scientific Reports Priyanshu Sinha, Dinesh Sahu, Shiv Prakash, Rajkumar Singh Rathore, Pratibha Dixit, Vivek Kumar Pandey, Iryna Hunko
2025	A Simple Approach for Mitigating a New Flooding Attack in RPL-Based IoT Networks IEEE Access Mehdi Rouissat, Ibrahim S. Alsukayti, Mohammed Belkheir, Mohammed Alreshoodi, Allel Mokaddem, Djamila Ziani
2025	2025 International Conference on Electrical, Electronics, and Computer Science with Advance Power Technologies - A Future Trends (ICE2CPT) Parminderjeet Kaur, Rajneesh Randhawa
2025	An energy efficient clustering and routing protocol with data fault prediction using hybrid EAAM with BiLSTM-GRU-IDS in wireless sensor networks Ain Shams Engineering Journal G. Mahalakshmi, S. Ramalingam, A. Manikandan, S. Murugesan
2025	Approximately Optimal Cyber-Routing Attack Against Distributed Fusion Estimation With Energy-Harvesting Constraint IEEE Internet of Things Journal Yunbo Song, Jianrong Zhao, Ticao Jiao
2025	COMPLEX TECHNIQUE FOR DETECTION AND ANALYSIS OF SECURITY INCIDENTS IN WIRELESS SENSOR NETWORKS Herald of the Kazakh-British Technical University Т. К. Zhukabayeva, E. M. Mardenov, A. Тanirbergenov
2025	Security Challenges, Mitigation Strategies, and Future Trends in Wireless Sensor Networks: A Review ACM Computing Surveys Ahmet Oztoprak, Reza Hassanpour, Aysegul Ozkan, Kasim Oztoprak
2025	2025 4th International Conference on Computing and Information Technology (ICCIT) Imdad Ali Shah, NZ Jhanjhi
2025	Enhancing the Resilience of Cyber-Physical Systems Through Energy-Efficient Communication in Wireless Sensor Networks Journal of High-Frequency Communication Technologies Shakir Mehdiyev
2024	Artificial Neural Network-Based Mechanism to Detect Security Threats in Wireless Sensor Networks Sensors Shafiullah Khan, Muhammad Altaf Khan, Noha Alnazzawi
2024	2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC) Kunal Sharma, Sunil Kumar Gaur, Haripriya
2024	Feature-Weighted Naive Bayesian Classifier for Wireless Network Intrusion Detection Security and Communication Networks Hongjiao Wu
2024	2024 Arab ICT Conference (AICTC) Saad Salman Ahmed, Zainab Alansari, Mohammad Riyaz Belgaum
2024	Efficient security level in wireless sensor networks (WSNs) using four-factors authentication over the Internet of Things (IoT) PeerJ Computer Science Albandari Alsumayt, Majid Alshammari, Zeyad M. Alfawaer, Fahd N. Al-Wesabi, Nahla El-Haggar, Sumayh S. Aljameel, Sarah Albassam, Shahad AlGhareeb, Nouf Mohammed Alghamdi, Nawir Aldossary
2023	RPLAD3: anomaly detection of blackhole, grayhole, and selective forwarding attacks in wireless sensor network-based Internet of Things PeerJ Computer Science Zainab Alansari, Nor Badrul Anuar, Amirrudin Kamsin, Mohammad Riyaz Belgaum
2023	Efficient Secure Routing Mechanisms for the Low-Powered IoT Network: A Literature Review Electronics Muhammad Zunnurain Hussain, Zurina Mohd Hanapi
2023	A Lightweight Mitigation Approach against a New Inundation Attack in RPL-Based IoT Networks Applied Sciences Mehdi Rouissat, Mohammed Belkheir, Ibrahim S. Alsukayti, Allel Mokaddem
2023	Lightweight and Secure Data Transmission Scheme Against Malicious Nodes in Heterogeneous Wireless Sensor Networks IEEE Transactions on Information Forensics and Security Na Wang, Shancheng Zhang, Zheng Zhang, Jiawen Qiao, Junsong Fu, Jianwei Liu, Bharat K. Bhargava
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