Explainable AI Meets Synthetic Data: A Deep Learning Framework for Detecting Network Intrusion in NextG Network Infrastructure

Explainable AI Meets Synthetic Data: A Deep Learning Framework for Detecting Network Intrusion in NextG Network Infrastructure

In today’s digitally driven world, network security has become a top accountability as cyberattacks become more sophisticated, especially within emerging NextG network infrastructures. Advanced threats, including as zero-day exploits, polymorphic malware, and large-scale distributed denia...

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Bibliographic Details
Main Authors: Md Junayed Hossain, Khorshed Alam, Md Fahad Monir, Md Mozammal Hoque, Tarem Ahmed
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Intrusion detection
GANs imputation
LSTM
CNN
LIME
XAI
Online Access:https://ieeexplore.ieee.org/document/11069291/
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