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October 19, 2025Scientific Reports2 citationsOpen Access

Energy Efficient Cyber Resilient Framework for Fog-Based Wireless Sensor Networks

Cyber resilient framework with energy efficient swarm routing and ensemble threat detection in fog assisted wireless sensor networks

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Authors

AUAnant UpadhiyayAJAbhishek Jain

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Overview

Proposed framework improves energy efficiency and security in wireless sensor networks, reducing attacks and latency.

Key Points

  • The framework achieves 96.5% energy savings while reducing latency by 85.83%.
  • It employs a modified Ant Colony Optimization algorithm for energy-efficient routing.
  • An ensemble-based Intrusion Detection System detects various cyber threats in real time.
  • Routing decisions are adapted dynamically based on detected threats, enhancing network resilience.

Cite This Study

Upadhiyay et al. (2025) studied this question.

synapsesocial.com/papers/68f500b442a2eee15b0a0e0bhttps://doi.org/10.1038/s41598-025-21368-w
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