Securecode Web

SecureCode Web is a production-grade dataset for web and application security vulnerabilities. It contains 2,185 examples with complete incident grounding and a 4-turn conversational structure. The dataset was created by scthornton and was last updated on Hugging Face in February 2026.

Use Cases

• Training conversational AI agents for security incident response based on the 4-turn structure.
• Analyzing patterns in web application vulnerabilities based on the incident-grounded examples.
• Developing models to generate operational security guidance based on the dataset's described features.
• Benchmarking machine learning models for classifying or explaining security vulnerabilities.

Strengths

• Contains 2,185 examples of web and application security vulnerabilities.
• Features a structured 4-turn conversational format for each incident.
• Described as 'production-grade' with 'complete incident grounding'.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Hugging Face user scthornton, part of the SecureCode dataset family.

Collection Method

Likely compiled from security incidents and structured into conversational examples.

Freshness

Last updated 2026-02-26 21:27:30; freshness should be verified.