Efficient Ransomware Detection in Resource-Constrained Environments Using Optimized Multi-Layer Perceptron Networks

Efficient Ransomware Detection in Resource-Constrained Environments Using Optimized Multi-Layer Perceptron Networks

Ransomware attacks represent a significant cybersecurity threat, particularly in resource-constrained environments such as the Internet of Things (IoT) and edge computing systems. Traditional detection methods face considerable challenges in these environments due to limited computational resources,...

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Bibliographic Details
Main Authors: Tuxiang Lin, Rongliang Lin
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Ransomware detection
adversarial training
MLP
resource-constrained environments
cybersecurity
real-time detection
Online Access:https://ieeexplore.ieee.org/document/11000275/
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https://ieeexplore.ieee.org/document/11000275/

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