crossrefApplied Sciences2025-02-12Cited by 61
Deep Learning vs. Machine Learning for Intrusion Detection in Computer Networks: A Comparative Study
Md Liakat Ali, Kutub Thakur, Suzanna Schmeelk, Joan Debello, Denise Dragos
In response to the increasing volume of network traffic and the growing sophistication of cyber threats, this study examines the use of deep learning-based intrusion detection systems (IDSs) in large-scale network environments. Traditional IDS face challenges such as high false p…