L2R-MLP: a multilabel classification scheme for the detection of DNS tunneling

L2R-MLP: a multilabel classification scheme for the detection of DNS tunneling

Domain name system (DNS) tunneling attacks can bypass firewalls, which typically “trust” DNS transmissions by concealing malicious traffic in the packets trusted to convey legitimate ones, thereby making detection using conventional security techniques challenging. To address this issue, we propose...

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Bibliographic Details
Main Authors: Emmanuel Oluwatobi Asani, Mojiire Oluwaseun Ayoola, Emmanuel Tunbosun Aderemi, Victoria Oluwaseyi Adedayo-Ajayi, Joyce A. Ayoola, Oluwatobi Noah Akande, Jide Kehinde Adeniyi, Oluwambo Tolulope Olowe
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2025-09-01
Series:Data Science and Management
Subjects:
Domain name system
DNS tunneling
Multilayered perceptron
L2 regularization
Multilabel classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2666764924000560
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http://www.sciencedirect.com/science/article/pii/S2666764924000560

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