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Abdulmuneem Bashaiwth on Muck Rack

Abdulmuneem Bashaiwth

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An Explanation of the LSTM Model Used for DDoS Attacks Classification

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By Basil AsSadhan, Abdulmuneem Bashaiwth, Hamad Binsalleeh
| MDPI
5.3. Evaluation of the Explanation Methods We evaluate the used explanation methods using the DA and DS metrics defined in Table 7 to compare them. We first implement DA by successively removing the most relevant features from the samples of the datasets and then observe the decrease in the classification accuracy. We remove the features in descending order according to their importance scores. Figure 9 shows the results of this experiment.
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