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2025	A novel cluster of improved frilled lizard optimization and multi-ladder gated networks for the detection of cyber-attacks in computer networks Discover Computing Vandana Dharmapuri, Sushama Rani Dutta
2025	Lecture Notes in Networks and Systems Pearl Bhutani, Siddhant Thapliyal, Mohammad Wazid, Debasis Giri, Amit Kumar Mishra, Devesh Pratap Singh
2025	A Multi-Class Intrusion Detection System for DDoS Attacks in IoT Networks Using Deep Learning and Transformers Sensors Sheikh Abdul Wahab, Saira Sultana, Noshina Tariq, Maleeha Mujahid, Javed Ali Khan, Alexios Mylonas
2025	2025 12th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN) Dušan Drinić, Marija Novičić, Goran Kvaščev
2025	Cross-Sector Cyber Insurance for the Intelligent Society Sudhir Kumar Dwivedi, Prashant Pandey, Mudit Rohilla, Pankaj Dwivedi, Saquib Ahmed
2025	2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT) S. Venkatasubramanian, S. K. B. Pradeep Kumar Ch, Bairysetti Prasad Babu
2025	Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Tran Tuan Toan, Mai Ha Thi, Dang Thanh Hai, Le Minh Tuan, Le Hoang Son
2025	Classification of cyber attacks in IoMT networks using deep learning: a comparative study Journal of Computer Sciences Institute Asif Rahman Rumee
2025	Deep learning-based intrusion detection for IoT networks: a scalable and efficient approach EURASIP Journal on Information Security Md. Alamgir Hossain
2025	OptiXID: An optimized and eXplainable AI framework for intrusion detection in IoT networks Cluster Computing Fawzia Omer Albasheer, Mayank Agarwal
2025	Analysis of deep learning-based intrusion detection systems in IoT environments EDPACS Abdeslem Blali, Souhayla Dargaoui, Mourade Azrour, Azidine Guezzaz, Fatima Amounas, Abdulatif Alabdulatif
2025	Advances in Cybersecurity: A Comprehensive Review of Emerging Threats and Defense Mechanisms EPJ Web of Conferences Sandeep M. Jadhav, Rachana V. Mahule, Aditya P. Sontakke
2025	Eternal-MAML: a meta-learning framework for cross-domain defect recognition PeerJ Computer Science Jipeng Feng, Haigang Zhang, Zhifeng Wang
2025	IoTGeM: Generalizable models for behaviour-based IoT attack detection Computer Networks Kahraman Kostas, Mike Just, Michael A. Lones
2025	An RF-DNN-Based Approach for Detecting Cyber Attacks in IoT Network Journal of Transformative Technologies and Sustainable Development Anshika Sharma, Shalli Rani
2025	Light-weight slow-rate attack detection framework for resource-constrained Industrial Cyber–Physical Systems Computers & Security Farzana Zahid, Matthew M.Y. Kuo, Roopak Sinha
2025	A Swarm-Based Multi-Objective Framework for Lightweight and Real-Time IoT Intrusion Detection Mathematics Hessah A. Alsalamah, Walaa N. Ismail
2025	Advanced Machine Learning for Cyber-Attack Detection in IoT Networks Aya Moheddine, Jiali Xu, Valeria Loscri, Romain Rouvoy
2025	Network Intrusion Detection System Using Convolutional Neural Networks: NIDS-DL-CNN for IoT Security Cluster Computing Kamir Kharoubi, Sarra Cherbal, Djamila Mechta, Amjad Gawanmeh
2025	Cyber Attack Detection Using Deep Multi-agent Reinforcement Learning with Beth Dataset SN Computer Science A. Manikandan, S. Deepa Rajan
2025	Securing IoT Networks Against DDoS Attacks: A Hybrid Deep Learning Approach Sensors Noor Ul Ain, Muhammad Sardaraz, Muhammad Tahir, Mohamed W. Abo Elsoud, Abdullah Alourani
2025	Detecting attacks on the internet of things network in the computing fog layer with an embedded learning approach based on clustering and blockchain Cluster Computing Abdolmanan Babaei Goushlavandani, Peyman Bayat, Gholamhossein Ekbatanifard
2025	Enhanced Hybrid Approach for Multi-Class DDoS Attack Detection and Classification in Software-Defined Networks Using Remote Sensing and Data Analytics Remote Sensing in Earth Systems Sciences S. Pradeesh, M. Jeyakarthic, A. Thirumalairaj
2025	An intelligent light-weight intrusion detection system for edge-centric smart logistics system Cluster Computing Miftah Bedru Jamal, Muhammad Adil, Danish Javeed, Yaping Zhao
2025	Explainable Deep Learning-Enabled Malware Attack Detection for IoT-Enabled Intelligent Transportation Systems IEEE Transactions on Intelligent Transportation Systems Mohammad Wazid, Jaskaran Singh, Charvi Pandey, R. Simon Sherratt, Ashok Kumar Das, Debasis Giri, Youngho Park
2025	2025 International Conference on Intelligent Computing and Control Systems (ICICCS) Kadaganchi Sudhakar, Pasula Manish, Mavillapally Rohit, Shaik Kaleem Ahmed, Batharaju Sneha
2024	Advances in Digital Crime, Forensics, and Cyber Terrorism Bhupinder Singh, Christian Kaunert
2024	Advances in Human and Social Aspects of Technology Bhupinder Singh, Christian Kaunert
2024	Performance Evaluation of Deep Learning Models for Classifying Cybersecurity Attacks in IoT Networks Informatics Fray L. Becerra-Suarez, Victor A. Tuesta-Monteza, Heber I. Mejia-Cabrera, Juan Arcila-Diaz
2024	Hybrid quantum enhanced federated learning for cyber attack detection Scientific Reports G. Subramanian, M. Chinnadurai
2024	2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS) Afrah Gueriani, Hamza Kheddar, Ahmed Cherif Mazari
2024	A novel deep learning-based intrusion detection system for IoT DDoS security Internet of Things Selman Hizal, Unal Cavusoglu, Devrim Akgun
2024	Optimizing Smart Home Intrusion Detection With Harmony-Enhanced Extra Trees IEEE Access Akmalbek Abdusalomov, Dusmurod Kilichev, Rashid Nasimov, Ilkhom Rakhmatullayev, Young Im Cho
2024	Detection of Real-Time Distributed Denial-of-Service (DDoS) Attacks on Internet of Things (IoT) Networks Using Machine Learning Algorithms Computers, Materials & Continua Zaed Mahdi, Nada Abdalhussien, Naba Mahmood, Rana Zaki
2024	Two-step data clustering for improved intrusion detection system using CICIoT2023 dataset e-Prime - Advances in Electrical Engineering, Electronics and Energy Hadeel Q. Gheni, Wathiq L. Al-Yaseen
2024	2024 International Conference of the African Federation of Operational Research Societies (AFROS) Kamir Kharoubi, Sarra Cherbal, Maroua Akkal
2024	2024 33rd International Conference on Computer Communications and Networks (ICCCN) Andres Hinojosa, Nahid Ebrahimi Majd
2024	Hybrid MRMR-PCA BagDT—An Effective Feature Selection Based Ensemble Model for Real-Time Intrusion Detection in IoT Environment IEEE Access J. Jasmine Shirley, M. Priya
2024	VGGIncepNet: Enhancing Network Intrusion Detection and Network Security through Non-Image-to-Image Conversion and Deep Learning Electronics Jialong Chen, Jingjing Xiao, Jiaxin Xu
2024	2024 IEEE Conference on Dependable, Autonomic and Secure Computing (DASC) Hoummady Enzo, Fehmi Jaafar
2024	Advances in Hospitality, Tourism, and the Services Industry Bhupinder Singh, Christian Kaunert
2024	2024 7th International Conference on Internet Applications, Protocols, and Services (NETAPPS) Keertan Balaji, Kunal Chavan, Smridh Varma, Srikara Rao Thikkireddy
2024	Advances in Business Strategy and Competitive Advantage Bhupinder Singh, Christian Kaunert, Ritu Gautam
2024	Advancing cybersecurity: a comprehensive review of AI-driven detection techniques Journal of Big Data Aya H. Salem, Safaa M. Azzam, O. E. Emam, Amr A. Abohany
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