Project information

  • Category: Paper Publish
  • Dept: INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT
  • University: Chaitanya Bharathi Institute of Technology (CBIT) - Hyderabad, India.
  • Professor's: P. Vimala Manohara Ruth, Y. Rama Devi
  • Authors:: Shiva Kumar Nadiminti, E. Haritha
  • Paper Link: : Paper Link
  • Tech-involved: Phishing, Logistic Regression, Support Vector Machine, Decision Tree, Random Forest, XGBoost Classifier.

PREDICTION OF PHISHING WEBSITE FOR DATA SECURITY USING VARIOUS MACHINE LEARNING ALGORITHMS

The objective of this project is to train machine learning models and deep neural networks on the dataset created to predict phishing websites.

Both phishing and benign URLs of websites are gathered to form a dataset and from them required URL and website content- based features are extracted.