Harnessing Federated Learning for Digital Forensics in IoT: A Survey and Introduction to the IoT-LF Framework

Harnessing Federated Learning for Digital Forensics in IoT: A Survey and Introduction to the IoT-LF Framework

The proliferation of the Internet of Things (IoT) systems has fueled a surge in cybercrime, particularly through advanced persistent threats, such as botnets and ransomware, posing challenges for centralized Digital Forensics (DF) solutions in tracking decentralized attacks and ensuring data privacy...

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Bibliographic Details
Main Authors: Hania Mohamed, Nickolaos Koroniotis, Nour Moustafa, Francesco Schiliro, Albert Y. Zomaya
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
APT
deep learning
digital forensics
federated learning
Internet of Things
Online Access:https://ieeexplore.ieee.org/document/10745632/
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