PhishingDefender

step 1 - To create Virtual Environment in your system : python -m venv venv

step 2 - To activate the virtual environment : venv\Scripts\activate

step 3 - If not, install your dependencies manually : pip install -r requirements.txt

  it is in the Phishing folder..

step 4 - Then run the ( model.py ) Train the model : It will generate two files

  python main.py :

  [ phishing_model.pkl , vectorizer.pkl ]

step 5 - Then run the ( main.py )

	python main.py

---------------------Before running this We should configure some options ---------------------

ngrok http 5000 ( in other tab)

(i.e)

.Create an account in the WhatsappMeta Api ( https://developers.facebook.com/docs/whatsapp/ ) and then configure all those things

.Download Ngrok

✅ How to Install Ngrok on Windows

Step 1: Download Ngrok

1. Go to: https://ngrok.com/download
2. Click Download for Windows
3. Extract the downloaded .zip file (you'll get a ngrok.exe)

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Step 2: Add ngrok.exe to Your PATH

Option A: Temporarily Run from Folder

• Open Command Prompt
• Navigate to the folder where ngrok.exe is located:

cd C:\path\to\your\ngrok-folder.\ngrok.exe http 5000

Option B: Add to System PATH Permanently

1. Copy ngrok.exe to a permanent folder (e.g., C:\ngrok\)

2. Press Windows + S, search for "Environment Variables"

3. In System Variables, find and edit the Path

4. Click New and add:

   C:\ngrok\
   

5. Click OK on all windows

6. Restart your terminal or Command Prompt

7. Now you can run:

ngrok http 5000

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Once it's installed, re-run:

ngrok http 5000

Akashruthi#1

Then use the given HTTPS URL as your Webhook Callback URL

step 6 - Finally the messgaes will come in the whatsapp using meta api

  safe or phishing