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Cross-Layer Analysis of Machine Learning Models for Secure and Energy-Efficient IoT Networks

https://doi.org/10.3390/s25123720
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Extended Context-Aware and Load Balancing Routing Protocol for Low power and Lossy Networks in IoT networks (ECLRPL)
inferredcites →https://doi.org/10.1109/jiot.2020.3011968openalex-snapshot
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What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Explainable Artificial Intelligence (XAI) in IoT and WSN Security: A Systematic Review
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A review of lightweight intrusion detection and security mechanisms for resource constrained IoT and WSNs
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Securing campus networks with intelligence: a review of machine learning techniques for ddos and arp protection
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Hybrid artificial intelligence-driven eco-energy management for carbon-neutral 6G wireless networks
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Comprehensive study on cognitive radio and IoT networks: Vulnerabilities and countermeasures
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Context-aware spiking neural networks for real-time anomaly detection in IOT-enabled smart energy systems
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Energy Efficient Cyber-Physical Intrusion Detection in Power IoT Networks Using Blockchain and Continual Representation Learning
inferred← citeshttps://doi.org/10.1109/ic-eeta66496.2025.11547919openalex-snapshot
Machine Learning-Driven Lightweight Protocol for Energy-Efficient IoT Communication
inferred← citeshttps://doi.org/10.1109/icicat68430.2025.11414648openalex-snapshot
Energy Optimized IoT Resource Allocation Using Heuristic Approach in Multi-Cloud for Smart City
inferred← citeshttps://doi.org/10.1109/icmlas67792.2026.11483953openalex-snapshot
Cross-Layer AI Optimisation Techniques for Thermal Management in Wearable Intelligent Devices
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A Hybrid VMD-AEBiLSTM Model for Load Forecasting in Intelligent Control for Consumer Energy Applications
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Architecture and Implementation of Lightweight IoT Encryption with Machine Learning-Based Optimization
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Performance Analysis and QoS Modeling of an IoT-Based Real-Time Patient Monitoring System Using Heart Rate and GPS Data
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