Datasets:
| Dataset folder structure is as follows: | |
| Benign | |
| 2018 | |
| 2019 | |
| 2020 | |
| Malicious | |
| 2018 | |
| 2019 | |
| 2020 | |
| These folders contain html code files. | |
| These files were extracted using GET request to the confirmed phishing URLs reported on PhishTank website over the course of three years. | |
| Then Data is pre-processed to eliminate anomlous , blank and duplicated pages, remaining clean pages that are used for expereiments are reported in the menuscript. | |
| HTML pages were converted into vectors using Facebook pre-trained Word-Embedding model FastText for efficient processing and Model training. | |
| Data is also available at : | |
| https://drive.google.com/drive/folders/1wPpIF0waGdCkuNQ1TkvHWsUcVVkYJtBo?usp=share_link | |