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On the combination of adaptive neuro-fuzzy inference system and deep residual network for improving detection rates on intrusion detection.

Deep Residual Networks (ResNets) are prone to overfitting in problems with uncertainty, such as intrusion detection problems. To alleviate this problem, we proposed a method that combines the Adaptive Neuro-fuzzy Inference System (ANFIS) and the ResNet algorithm. This method can make use of the adva...

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-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Jia Liu, Wang Yinchai, Teh Chee Siong, Xinjin Li, Liping Zhao, Fengrui Wei
Формат: Artigo
Хэл сонгох:Inglês
Хэвлэсэн: Public Library of Science (PLoS) 2022-01-01
Цуврал:PLoS ONE
Онлайн хандалт:https://doi.org/10.1371/journal.pone.0278819
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