Social Networks Link Prediction Based on Incremental Learning by Jian SHU, Zhichen CHEN

“…Objective Various types of relationships in social networks exist between nodes, and the number of nodes changes over time. …”
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NUNS: A Nonuniform Network Split Method for Data-Centric Storage Sensor Networks by Ki-Young Lee, Hong-Koo Kang, In-Su Shin, Jeong-Joon Kim, Ki-Joon Han

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Fuzzy logic based social trust computation scheme in Flying Ad-hoc network by Joydeep Kundu, Sahabul Alam, Arindam Dey

“…The Flying Ad Hoc Networks (FANETs) are becoming more popular in civic security, military, and multipurpose applications. …”
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Reinforcement Learning for Mitigating Malware Propagation in Wireless Radar Sensor Networks with Channel Modeling by Guiyun Liu, Hao Li, Lihao Xiong, Yiduan Chen, Aojing Wang, Dongze Shen

“…With the rapid development of research on Wireless Radar Sensor Networks (WRSNs), security issues have become a major challenge. Recent studies have highlighted numerous security threats in WRSNs. …”
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Cognitive intelligence routing protocol for disaster management and underwater communication system in underwater acoustic network by Kiran Saleem, Lei Wang, Ahmad Almogren, Ernest Ntizikira, Ateeq Ur Rehman, Salil Bharany, Seada Hussen

“…Abstract Future communication paradigms, such as 6G networks, emphasize self-sustainability, intelligent networking, and secure, adaptive communication. This research presents an innovative routing framework tailored for Underwater Sensor Networks (UWSNs) and Underwater Acoustic Networks (UANs), addressing critical challenges like energy constraints, security vulnerabilities, limited bandwidth, and interference. …”
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Online Authentication and Key Establishment Scheme for Heterogeneous Sensor Networks by Sarmad Ullah Khan, Luciano Lavagno, Claudio Pastrone, Maurizio A. Spirito

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A novel method for asynchronous source localisation based on time of arrival measurements by Huijie Zhu, Sheng Liu, Zhiqiang Yao, Moses Chukwuka Okonkwo, Zheng Peng

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Two stage malware detection model in internet of vehicles (IoV) using deep learning-based explainable artificial intelligence with optimization algorithms by Manal Abdullah Alohali, Sultan Alahmari, Mohammed Aljebreen, Mashael M. Asiri, Achraf Ben Miled, Sami Saad Albouq, Othman Alrusaini, Ali Alqazzaz

“…Abstract Internet of Vehicles (IoV) is a multi-node network which switches data in an open and wireless environment. …”
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CAB-IoT: Continuous authentication architecture based on Blockchain for internet of things by Fatimah Hussain Al-Naji, Rachid Zagrouba

“…Moreover, mutual authentication between end-users and fog nodes is also designed, as well as secure communication between the authenticated nodes. …”
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Link stability - based optimal routing path for efficient data communication in MANET by Renisha Pulinchuvallil Salim, Rajesh Ramachandran

“…To ensure secure communication, secret keys (SK) are generated for both the Sender Node (SN) and the Receiver Node (RN) using Galois Theory. …”
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In-Network Caching for the Green Internet of Things by Yuan Ren, Xuewei Zhang, Ting Wu, Yixuan Tan

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Analyzing cryptographic algorithm efficiency with in graph-based encryption models by Yashmin Banu, Biplab Kumar Rath, Debasis Gountia

“…Experimental results indicate that RSA demonstrates superior time efficiency and resource utilization, whereas the ElGamal algorithm exhibits greater memory efficiency and resourcefulness. …”
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A Novel FDIA Model for Virtual Power Plant Cyber–Physical Systems Based on Network Topology and DG Outputs by Shuo Wu, Junhao Gong, Shiqu Xiao, Jiajia Yang, Xiangjing Su

“…The effectiveness and superiority of the proposal are numerically verified on a 62-node cyber–physical system. …”
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Extending LoRaWAN: Mesh Architecture and Performance Analysis for Long-Range IoT Connectivity in Maritime Environments by Nuno Cruz, Carlos Mendes, Nuno Cota, Gonçalo Esteves, João Pinelo, João Casaleiro, Rafael Teixeira, Leonor Lobo

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AFF_CGE: Combined Attention-Aware Feature Fusion and Communication Graph Embedding Learning for Detecting Encrypted Malicious Traffic by Junhao Liu, Guolin Shao, Hong Rao, Xiangjun Li, Xuan Huang

“…While encryption enhances data security, it also presents significant challenges for network traffic analysis, especially in detecting malicious activities. …”
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Augmenting cybersecurity through attention based stacked autoencoder with optimization algorithm for detection and mitigation of attacks on IoT assisted networks by Kashi Sai Prasad, E. Laxmi Lydia, M. V. Rajesh, K. Radhika, Janjhyam Venkata Naga Ramesh, N. Neelima, Srinivasa Rao Pokuri

“…In an IoT network, the massive amount of connecting nodes is the existence of day-to-day communication challenges. …”
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Short-Block Polar-Coded Reverse and Direct Reconciliation in CV-QKD by Dingzhao Wang, Xin Liu, Chao Xu, Soon Xin Ng, Lajos Hanzo

“…Specifically, Polar codes safeguard quantum transmissions due to their superior performance for short block lengths, while LDPC codes robustly protect the classical side information exchanged over auxiliary classical channels. …”
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Federated Learning-Based Trust Evaluation With Fuzzy Logic for Privacy and Robustness in Fog Computing by Thinh Le Vinh, Huan Thien Tran, Huyen Trang Phan, Samia Le

“…To address challenges related to unlabeled datasets, fuzzy logic techniques are employed to generate initial trust labels for local neural network training at fog nodes. The key contributions include a privacy-preserving federated learning framework specifically tailored for robust trust evaluation in hierarchical fog computing architectures, robust fuzzy logic-based labeling enhancing interpretability and reliability in the trust assessment process, extensive empirical validations demonstrating superior prediction accuracy, computational efficiency, enhanced privacy preservation, and scalability compared to traditional centralized approaches. …”
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Power grid energy storage system planning method based on optimized butterfly algorithm by Xiang Yin, Xiaojun Zhang, Fuhai Cui

“…The results showed that the research model had high stability and convergence accuracy, which was superior to comparison algorithms. When two DESS power stations were connected to nodes 4 and 32, with rated powers of 1.63 MW and 1.78 MW, and rated capacities of 5.71 MWh and 7.33 MWh, the annual benefits of capacity decision, location decision, and system were 783,000 RMB, 394,400 RMB, and 388,600 RMB, respectively. …”
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Research on the blockchain-based trusted ownership confirmation and value transfer system and its light weight of industrial data assets by WANG Dongchu, FU Yusun, YU Ya

“…The consensus protocol algorithm of the blockchain system was optimized based on the trustworthiness of nodes, reducing the probability of malicious attacks on nodes while improving the efficiency of system transaction consensus, achieving security and lightweight parallelism of the entire system. …”
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