悪性URL検知の機械学習・深層学習アルゴリズムの論文実装を行う

• pyenv
• Poetry
• Docker

Install Python Dependencies

Use pyenv to install Python 3.9.10 environments

$ pyenv install 3.9.10
$ pyenv local 3.9.10

Use poetry to install library dependencies

$ poetry install

Run formatter

$ make format

Run linter

$ make lint 

Run pytest

$ make test 

• title: URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection
• Author: Hung Le, Quang Pham, Doyen Sahoo, Steven C.H. Hoi
• link: https://arxiv.org/abs/1802.03162
• 実装: https://github.com/Antimalweb/URLNet