Test code for BI-LSTM Attention model
The code attached displays performance metrics such as model loss, accuracy, confusion matrix, and ROC curve as rendered by the self-attention-based BI-LSTM Model(SAT-BI-LSTM). The complete code that generated plots for loss, accuracy, confusion matrix, and ROC curve along with the output is given in this repo and can be seen through the link shown below for each dataset:
- For Complete code and running result for CIDDOS2019 Dataset
- For Complete code and running result for CIC-IoT2023 Dataset
ROC Curve for each is shown hereunder ( CODE snippt and saved output - this is essentially taken from the above code, it is made available here for quick checkup )
ROC_Curve- CICIoT2023 - related code is here
ROC_Curve- CICDDOS-2019 - related code is here
