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References from ACO-Enhanced DCNN-BiLSTM framework for intrusion detection in smart Consumer Electronics network. Local targets link to admitted publications; unresolved targets remain external evidence.
A Novel Split Learning-Based Consumer Electronics Network Traffic Anomaly Detection Framework for Smart City Environment
10.1109/tce.2024.3367330 · 2024 · External reference
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A Blended Deep Learning Intrusion Detection Framework for Consumable Edge-Centric IoMT Industry
10.1109/tce.2024.3350231 · 2024 · External reference
An Adaptive Explainable AI Framework for Securing Consumer Electronics-Based IoT Applications in Fog-Cloud Infrastructure
10.1109/tce.2024.3424189 · 2025 · External reference
Wearable Activity Trackers: A Survey on Utility, Privacy, and Security
10.1145/3645091 · 2024 · External reference
Security and resilience of smart home environments: Good practices and recommendations
2015 · External reference
Cybersecurity for Connected Diabetes Devices
10.1177/1932296815583334 · 2015 · External reference
An effective scheme for classifying imbalanced traffic in SD-IoT, leveraging XGBoost and active learning
10.1016/j.comnet.2024.110939 · 2025 · External reference
Survey of Machine Learning based intrusion detection methods for Internet of Medical Things
10.1016/j.asoc.2023.110227 · 2023 · External reference
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Intrusion detection system based on multi scale deep bidirectional gated recurrent neural network for securing IoT
10.1016/j.knosys.2025.114881 · 2026 · External reference
FIR-GNN: A Graph Neural Network Using Flow Interaction Relationships for Intrusion Detection of Consumer Electronics in Smart Home Network
10.1109/tce.2025.3548798 · 2025 · External reference
An intrusion detection approach based on improved deep belief network
10.1007/s10489-020-01694-4 · 2020 · External reference
Deep Learning Based Hybrid Intrusion Detection Systems to Protect Satellite Networks
2023 · External reference
Enhanced Network Intrusion Detection System for Internet of Things Security Using Multimodal Big Data Representation with Transfer Learning and Game Theory
10.3390/s24134152 · 2024 · External reference
TIDE‐Net: A Two‐Stage Temporal Deep Learning Framework for Multi‐Granular IoT Intrusion Detection
10.1002/cpe.70604 · 2026 · External reference
10.1109/iccbdai66607.2025.11388357
10.1109/iccbdai66607.2025.11388357 · External reference
A Privacy-Preserving Framework for Efficient Network Intrusion Detection in Consumer Network Using Quantum Federated Learning
10.1109/tce.2024.3458985 · 2024 · External reference
A personalized federated hypernetworks based aggregation approach for intrusion detection systems
10.1038/s41598-025-11659-7 · 2025 · External reference
A Multi-View-Based Federated Learning Approach for Intrusion Detection
10.3390/electronics14214166 · 2025 · External reference
6G-Enabled Consumer Electronics Device Intrusion Detection With Federated Meta-Learning and Digital Twins in a Meta-Verse Environment
10.1109/tce.2023.3321846 · 2024 · External reference
FedDefuse: a data-free self-training framework for reliable open-world federated defense
10.1007/s00607-026-01646-9 · 2026 · External reference
10.1080/08839514.2025.2539396
10.1080/08839514.2025.2539396 · External reference
ACO and SVM Selection Feature Weighting of Network Intrusion Detection Method
10.14257/ijsia.2015.9.4.24 · 2015 · External reference
A Combined Multi-Classification Network Intrusion Detection System Based on Feature Selection and Neural Network Improvement
10.3390/app13148307 · 2023 · External reference
Network intrusion detection using ACO-DNN model with DVFS based energy optimization in cloud framework
2022 · External reference
Two-Stage Hybrid Feature Selection: Integrating ACO Algorithms With a Statistical Ensemble Technique for EV Demand Prediction
10.1109/tia.2025.3541597 · 2025 · External reference
PSO-ACO-based bi-phase lightweight intrusion detection system combined with GA optimized ensemble classifiers
10.1007/s10586-024-04673-3 · 2024 · External reference
A New Fast Ant Colony Optimization Algorithm: The Saltatory Evolution Ant Colony Optimization Algorithm
10.3390/math10060925 · 2022 · External reference
10.1109/milcis.2015.7348942
10.1109/milcis.2015.7348942 · External reference