Table 2 Accuracy of deep learning approaches for DoS attacks detection on CICDDoS2019 Dataset
References | Source | DL Techniques | Accuracy % |
|---|---|---|---|
A | Sbai and El boukhari (2020) [24] | DNN | 100 |
B | de Assis et al. (2020) [25] | CNN | 95.5 |
C | Hussain et al. (2020) [26] | CNN | 100 |
D | Shurman et al. (2020) [27] | LSTM | 99.2 |
E | Elsayed et al. (2020) [28] | RNN+AE | 99 |
F | Amaizu et al. (2020) [29] | DNN | 99.6 |
G | Cil et al. (2021) [30] | DNN | 100 |
H | Assis et al. (2021) [31] | GRU | 99.98 |