Demo Video: https://youtu.be/9t4gbbrkfks
Python 3.11.9 (Currently Using)
- Clone or download python-phishing-url-detection
git clone git@github.com:sannjayy/python-phishing-url-detection.git
- Create a virtual environment
python -m venv zenv
source zenv/Scripts/activate # Windows
source zenv/bin/activate # Mac- Install basic requirements
pip install -r requirements.txt
# OR INITIAL INSTALLATION
pip install --upgrade pip
pip install --upgrade setuptools
pip install pandas whois httpx
pip install pycaret # It will take sometime.if __name__ == "__main__":
phishing_url_1 = 'https://bafybeifqd2yktzvwjw5g42l2ghvxsxn76khhsgqpkaqfdhnqf3kiuiegw4.ipfs.dweb.link/'
phishing_url_2 = 'http://about-ads-microsoft-com.o365.frc.skyfencenet.com'
real_url_1 = 'https://chat.openai.com'
real_url_2 = 'https://github.com/'
print(predict(phishing_url_1))
print(predict(phishing_url_2))
print(predict(real_url_1))
print(predict(real_url_2))python main.py
# OUTPUT: {'prediction_label': 0, 'prediction_score': 68.39}
# 0 = False | 1 Truepip install flask
python app.pyOpen http://127.0.0.1:5000 in your browser!
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- 🌏 Website
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- 📦 pypi releases | npm releases
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