As I am a new user. It restricted me to put the links for the dataset and the Continual Learning related info in the original post. So here they go.
CICIDS17 Dataset: CICIDS2017 | Kaggle
Continual Learning Review: https://arxiv.org/pdf/1802.07569.pdf