The model combines the characteristics of URLs in the field of web attacks at the character level. It treats URLs, file paths, and registries as a short string. The model contains character-level embedding and a convolutional neural network to extract features, and the extracted features is passed onto the hidden layers for classification.
- Python 3.7 (tested under Python 3.7.0)