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2026
Betti Number-Based Anomaly Detection for Intrusion Detection in Wireless Sensor Networks
IEEE Sensors Journal
2026
A multi-stage framework for scalable and context-aware intrusion detection in IoT-cloud systems using deep latent modeling and graph-based attack classification
Computers and Electrical Engineering
2026
Federated and Reinforcement Learning Integration for Distributed Energy Optimization in Wireless Sensor Networks
Engineering, Technology & Applied Science Research
2026
A Survey on Security and Privacy in Federated Learning-Based Intrusion Detection Systems for 5G and Beyond Networks
IEEE Open Journal of the Communications Society
2026
LSTM-Based Packet Loss Prediction for Adaptive Polar Coding in QUIC Enabled Wireless Networks
IEEE Transactions on Cognitive Communications and Networking
2025
HBiLD-IDS: An Efficient Hybrid BiLSTM-DNN Model for Real-Time Intrusion Detection in IoMT Networks
Information
2025
A triple-layer authentication framework with elliptic curve cryptography for securing IoT-assisted wireless sensor networks
PLOS One
2025
2025 9th International Conference on Inventive Systems and Control (ICISC)
2025
2025 6th International Conference on Data Intelligence and Cognitive Informatics (ICDICI)
2025
RF-FedAvg: Federated learning-based random forest model for intrusion detection in wireless sensor networks
Cluster Computing
2025
IoTGuard: Enhancing Trust Management in IoT with Long Short-Term Memory and Multi-criteria Decision-Making Techniques
SN Computer Science
2025
Privacy-Preserving Distributed Fault Diagnosis for Multiple Wind Farms Using a Federated Feature Fusion Method
IEEE Transactions on Automation Science and Engineering
2025
A Federated Learning-Based Intrusion Detection System Using Dynamic Ensemble Aggregation for IoT Networks
IEEE Access
2025
MBID: A Scalable Multi-Tier Blockchain Architecture with Physics-Informed Neural Networks for Intrusion Detection in Large-Scale IoT Networks
Computer Modeling in Engineering & Sciences
2025
MRMamba: Multi-Resolution State-Space Modeling for Robust Multisensor Traffic Attack Detection in Wireless Sensor Networks
IEEE Internet of Things Journal
2025
2025 RIVF International Conference on Computing and Communication Technologies (RIVF)
2025
Toward Efficient and Accurate Anomaly Detection in Wireless Sensor Networks: A Review
IEEE Sensors Journal
2025
Federated learning for privacy-enhanced mental health prediction with multimodal data integration
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
2025
2025 International Conference on Mobile, Military, Maritime IT Convergence (ICMIC)
2025
GetFed: Accurate, Differentially Private Federated Learning With GAN-Based Data Generation
IEEE Transactions on Dependable and Secure Computing
2025
Harnessing Autoencoder-Based Power Allocation for Direct-to-Satellite IoT
IEEE Internet of Things Journal
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