Summary of public benchmark datasets.

<div><p>Intrusion detection plays a significant role in the provision of information security. The most critical element is the ability to precisely identify different types of intrusions into the network. However, the detection of intrusions poses a important challenge, as many new type...

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Bibliographic Details
Main Author:	Abdullah Asım Yılmaz (20715311) (author)
Published:	2025
Subjects:	Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified many new types kddcup &# 8217 empirical findings show attackers every day 44 %, 90 proposed model successfully particle swarm optimisation outperforms alternative schemes accuracy values obtained deep neural network trained network models based hybrid architecture novel deep learning novel deep based architecture hybrid system art schemes alternative state based framework architecture design computer network various strategies trained dnn three well suggested method still elusive significant role robust system recent years optimised way nb15 datasets main contribution information security important challenge hyperparameter optimisation data gathering critical element
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Summary of public benchmark datasets.

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