Journal of Cloud Computing

Advances, Systems and Applications

Table 7 Comparative results of RDAER vs latest schemes based on the CICDDoS2019 dataset

From: An integrated SDN framework for early detection of DDoS attacks in cloud computing

Models	Year	Accuracy	Precision	Recall	F1score
Bagging [54]	2020	96.9	96.9	96.4	96.2
DT [55]	2020	93.83	94.56	NA	93.21
RF [55]	2020	95.19	95.1	NA	94.47
KNN [55]	2020	87.3	85.78	NA	87.12
Decision [56]	2021	97	99	97	97.8
Stacking [57]	2021	97.3	NA	96	NA
BPNN [58]	2022	97.7	4.4	99.9	97.13
RDAER	2023	99.92	99.9	99.9	99.9

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