husseinnashed/

phishing-url

The provided dataset includes 11430 URLs with 87 extracted features.The dataset are designed to be used as a benchmark for machine learning based phishing detection systems.The datatset is balanced, it containes exactly 50% phishing and 50% legitimate URLs.
Features are from three different classes:

56 extracted from the structure and syntax of URLs 24 extracted from the content of their correspondent pages 7 are extracetd by querying external services.… See the full description on the dataset page: https://huggingface.co/datasets/husseinnashed/phishing-url.