Resources

Datasets, software, and algorithms

Dataset

SQL Injection Dataset (Boolean-Based, Error-Based, Union-Based)

This dataset consists of three separate files compiled for SQL injection detection and classification: Boolean-Based, Error-Based and Union-Based attack types, each containing 150 SQL queries for a total of 450 SQL queries. The dataset is intended for defense-oriented research purposes such as intrusion detection, training of signature-based or machine learning classifiers, performance comparisons and benchmarking of security tools. This dataset should not be used to perform attacks on real, live systems; it is only permitted for ethical research and educational purposes. This dataset is shared under an open license (recommended: CC BY 4.0) and may be used as a reference when the Zenodo DOI is published for attribution.

NLP