Unveiling the Landscape of Machine Learning and Deep Learning Methodologies in Network Security: A Comprehensive Literature Review

NMSE Saeed, A Ibrahim, L Ali… - … on Cyber Resilience …, 2024 - ieeexplore.ieee.org
The dynamic nature of cyber threats offers a continual problem in the field of cybersecurity in
the context of the expanding internet environment. This study provides an in-depth …

Cyberattack defense mechanism using deep learning techniques in software-defined networks

DS Rao, AJ Emerson - International Journal of Information Security, 2024 - Springer
Software-defined networking (SDN) is a network architecture. It is becoming more popular
due to its centralized network administration, adaptability, and speed. However, the …

Res2Net-ERNN: deep learning based cyberattack classification in software defined network

M Maddu, YN Rao - Cluster Computing, 2024 - Springer
Software-defined networking (SDN) is known for its enhanced network programmability and
adaptability, but maintaining strong safety precautions to protect against emerging cyber …