A comprehensive survey on techniques, challenges, evaluation metrics and applications of deep learning models for anomaly detection

Abstract Connected devices improve life quality and generate a large amount of data which require computation and transfer; the need for security becomes a major concern with networks evolving in complexity and scale. Analyzing network packets for identifying deviations from the standard behavior is...

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Bibliographic Details
Main Authors: Mudita Kohli, Indu Chhabra
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-07312-7
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