Verified phishing URLs and malicious links categorized by 'Valid' status from the PhishTank database. These real-world examples support the training and evaluation of anti-phishing detection systems.
Use Cases
- Train a machine learning classifier using the url column to detect malicious patterns
- Filter the dataset by the 'Valid' status to extract confirmed malicious links for benchmarking
- Analyze the frequency of specific top-level domains within the url column
Strengths
- Contains verified malicious URLs from the PhishTank community
- Includes a 'Valid' label for every entry to ensure high-precision ground truth
- Provides the full url string for each phishing instance