Back to search

Article

Hybrid Cross-Temporal Contrastive Model with Spiking Energy-Efficient Network Intrusion Detection in IOMT

2025-06-30

Abstract excerpt

<title>Abstract</title> <p>The Internet of Medical Things (IoMT), a key application of the Internet of Things (IoT), has played a key role, especially during the Covid 19 pandemic. Real-time patient monitoring and remote diagnostics help improve medical services, but this increases the mammoth size of network traffic, which impacts the security quite a bit. However, traditional intrusion detection systems lack sy...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
d3c51a7a-1e38-5e7d-bfad-d16135dd2acd
DOI
10.21203/rs.3.rs-6767420/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Hybrid Cross-Temporal Contrastive Model with Spiking Energy-Efficient Network Intrusion Detection in IOMTDOI 10.21203/rs.3.rs-6767420/v1
Hybrid Cross-Temporal Contrastive Model with Spiking Energy-Efficient Network Intrusion Detection in IOMTSemantic proximity
HIFN-Mamba: Hybrid Information Flow Networks with Selective State-Space Sequence Modeling for Intrusion Detection in the Internet of Medical ThingsSemantic proximity
Optimizing IoMT Security: Performance Trade-Offs Between Neural Network Architectural Design, Dimensionality Reduction, and Class Imbalance HandlingSemantic proximity
A Federated Graph-Based Intrusion Detection Framework for Unknown Attack Detection in Internet of Medical Things(IoMT)Semantic proximity
Multi-Vector IoT Intrusion Classifier (MVIIC): A Lightweight Multi-Vector Intrusion Detection Framework Using GA-Enhanced Modified GRU for IoT-Based Healthcare SystemsSemantic proximity
Remote Patient Monitoring and classifying Using the Internet of Things Platform Combined with Cloud ComputingSemantic proximity
SEIR-IoT cyber-physical architecture with dual parametric coupling for epidemic scenario simulation using synthetic biomedical signalsSemantic proximity
A novel internet of things based on deep neural network framework using soft-attention convolutional neural networks for COVID-19 detectionSemantic proximity
An efficient monitoring of HELLP syndrome pre-eclampsia in wireless sensors networksSemantic proximity
<em>safeMEDInet</em>: Federated AI Systems for Security and Privacy-Preserving Threat Detection in Distributed HealthcareSemantic proximity
An Experimental Evaluation of Hybrid Learning Methodology based Internet of Things Assisted Health Care Monitoring SystemSemantic proximity
A Secure and Explainable Federated Intrusion Detection System Using Deep Learning and Metaheuristic Optimization for Healthcare IoTSemantic proximity
Select a neighboring publication to make it the new centre.