Phishing Website Dataset for Security Model Training

Phishing Website Dataset is a collection of data related to fraudulent websites, hosted on Kaggle. The dataset likely contains features useful for distinguishing legitimate sites from phishing attempts. Its specific size, origin, and update history are not detailed in the provided metadata.

Use Cases

• Train a binary classifier to identify phishing URLs (inferred from domain, verify after download)
• Feature engineering for security risk scoring models (inferred from domain, verify after download)
• Benchmarking new anti-phishing algorithms (inferred from domain, verify after download)

Strengths

• Published on Kaggle, a platform with established data sharing practices.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and data freshness are unknown, which may limit suitability assessment.

Provenance

Source

Kaggle

Collection Method

Unknown

Time Range

Unknown

Freshness

Last update date is unknown; freshness unverified.

Geography

Unknown