Phishing URL Detection Workshop

Welcome fellow MIST members!

In this repository you shall find the code dump for the workshop organised under MIST for Artificial Intelligence and Machine Learning in Cybersecurity for club members. To put our model to test we also have an API set up for users to test out using custom frontend.

Run API Locally

Fork and clone the project

  git clone https://github.com/RampageousRJ/Movie-Recommender-System.git

Install all the dependencies using the command

  pip install -r requirements.txt

After setting up all the dependancies, run the python script 'app.py' in the root directory which would run on the port 5000 by default (can be changed)

  python app.py

API Reference

Send a POST request to the local URL only after the API is up and running

  POST http://127.0.0.1:5000

Type of input for the API

Parameter	Type	Description
url	string	Enter url to be checked

The API processes the URL and returns the output in JSON format having the following fields:

Parameter	Type	Description
prediction	string	'Good URL' or 'Bad URL' based on the prediction, can be changed on the 'app.py' code as preferred.

Feedback

If you have any feedback or queries, please reach out to Rishabh