Image-Based Malicious Network Traffic Detection Framework: Data-Centric Approach by Doo-Seop Choi, Taeguen Kim, Boojoong Kang, Eul Gyu Im

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Securing Automotive Networks from DoS and Fuzzy Attacks with Optimized LSTM Models by W. Beniel Dennyson, C. Jothikumar

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Intrusion Detection System for Network Security Using Novel Adaptive Recurrent Neural Network-Based Fox Optimizer Concept by R. Manivannan, S. Senthilkumar

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Research on SDN Architecture and Security by Shu1ing Wang, Jihan Li, Yunyong Zhang, Bingyi Fang

“…With the rapid deve1opment of c1oud computing and mobi1e internet, the features that network exhibits, such as diversity, dec1are for urgent requirements for sca1abi1ity, manageabi1ity and security of the data center.The SDN architecture shows a promising way of dea1ing with the above requirements of network through revo1utionary innovation of the traditiona1 network architecture, which attracts great interest of companies and research institutes.However, according to the recent research and progress of SDN, security prob1em has not been addressed, which wi11 be a significant issue.Based on the situation, the basis of SDN, inc1uding the origination, architecture, standardization work and standardized protoco1, were described, and the security issue was a1so ana1yzed.In the security part, the exhibiting new features of security prob1em for SDN, were ana1yzed, by 1isting the undergoing work, and then the security threats in SDN were conc1uded.Fina11y, a suggested architecture for security research of SDN was proposed.…”
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A secured and fault-tolerant algorithm for electing an efficient coordinator in distributed networks by Shital S. Supase, Jayshree R. Pansare

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A Secure and Energy-Efficient Cross-Layer Network Architecture for the Internet of Things by Rashid Mustafa, Nurul I. Sarkar, Mahsa Mohaghegh, Shahbaz Pervez, Robert Morados

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Neuro-Driven Agent-Based Security for Quantum-Safe 6G Networks by Mohammed Alwakeel

“…Around the same time that 6G networks will be launched, advances in quantum computing could challenge existing cryptographic security. …”
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Securing face images in UAV networks using chaos and DNA cryptography approach by Saba Inam, Shamsa Kanwal, Eaman Amin, Omar Cheikhrouhou, Monia Hamdi

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A Comprehensive Analysis of Security Challenges in ZigBee 3.0 Networks by Akbar Ghobakhlou, Duaa Zuhair Al-Hamid, Sara Zandi, James Cato

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Design of Network Security Anomaly Detection Model Based on SLNA Cell Structure by Guiling Fan, Shaojun Chen

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TSRF: A Trust-Aware Secure Routing Framework in Wireless Sensor Networks by Junqi Duan, Dong Yang, Haoqing Zhu, Sidong Zhang, Jing Zhao

“…In recent years, trust-aware routing protocol plays a vital role in security of wireless sensor networks (WSNs), which is one of the most popular network technologies for smart city. …”
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Enhancing Network Security: A Study on Classification Models for Intrusion Detection Systems by Abeer Abd Alhameed Mahmood, Azhar A. Hadi, Wasan Hashim Al-Masoody

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A review on recent approaches of Machine Learning, Deep Learning, and Explainable Artificial intelligence in Intrusion Detection Systems by Seshu Bhavani Mallampati, Seetha Hari

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Predicting drug-target interactions using machine learning with improved data balancing and feature engineering by Md. Alamin Talukder, Mohsin Kazi, Ammar Alazab

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An optimized ensemble model with advanced feature selection for network intrusion detection by Afaq Ahmed, Muhammad Asim, Irshad Ullah, Zainulabidin, Abdelhamied A. Ateya

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CAA-RF: An Anomaly Detection Algorithm for Computing Power Blockchain Networks by Shifeng Jia, Yating Zhao, Yang Zhang, Bin Jia, Wenjuan Lian

“…As a distributed communication and storage system, blockchain forms a Computing Power Blockchain Network (CPBN) by integrating computing nodes and network resources. …”
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Securing Unmanned Aerial Vehicles Networks Using Pairing Free Aggregate Signcryption Scheme by Eman Abouelkheir

“…Multiple groups of UAVs, through appropriate interaction and concerted procedures, can achieve these objectives. The unpredictable features of UAVs and their reliance on unprotected and widely available wireless networks create challenges in establishing secure communication between a private edge cloud and a UAV. …”
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Secure and efficient cloudlet networks: blockchain integration with agent-based proof of trust mechanism by Nothile C. Masango, Jeffrey O. Agushaka, Mercy C. Amaefule, Olutosin Taiwo, Peiying Zhang, Absalom E. Ezugwu, Kashif Saleem, Aseel Smerat, Laith Abualigah

“…Experimental results demonstrate that this solution significantly enhances security, mitigates latency, and improves network performance compared to existing methods. …”
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Deep learning for network security: an Attention-CNN-LSTM model for accurate intrusion detection by Abdullah Mujawib Alashjaee

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Federal Deep Learning Approach of Intrusion Detection System for In-Vehicle Communication Network Security by In-Seop Na, Anandakumar Haldorai, Nithesh Naik

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