Research Article
An Anomaly Detection Approach Based on Integrated LSTM for IoT Big Data
Table 2
Several abnormal traffic detection methods.
| Authors | Model | Dataset | Year | Score |
| G. Bae | CNN | KDD99 | 2019 | Acc = 97.34 | A. Diro | LSTM | AWID | 2018 | Acc = 98.22 | Q. Tian | Svm | UNSW-NB15 | 2019 | Acc = 97.00 | Y. N. Kunang | DNN | NSL-KDD | 2021 | Acc = 83.33 | In-young | C-LSTM | Webscope | 2018 | Acc = 99.62 | Chunyong Yin | C-LSTM-AE | Webscope | 2021 | Acc = 98.6 |
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