Evaluating ORB and SIFT With Neural Network as Alternatives to CNN for Traffic Classification in SDN Environments

Evaluating ORB and SIFT With Neural Network as Alternatives to CNN for Traffic Classification in SDN Environments

Software-Defined Networking (SDN) centralizes control and separates the control plane from the data plane, enhancing flexibility and efficiency but also increasing the attack surface. Consequently, effective traffic classification is crucial for identifying cyber threats within SDN infrastructures....

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Bibliographic Details
Main Authors: Hicham Yzzogh, Hafssa Benaboud
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Software-defined networking
convolutional neural network
scale-invariant feature transform
oriented fast and rotated
security
traffic classification
Online Access:https://ieeexplore.ieee.org/document/10937120/
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