Table 7 Sample distribution across different datasets and categories.

From: Detecting command injection attacks in web applications based on novel deep learning methods

Dataset

Category

Total

Web command injection dataset

Benign

236170

Command injection

Other injection

HTTP CSIC 2010

Benign

61000

Malware

Benign

SQL Injection

HttpParamsDataset

Cross-Site scripting

31067

Command injection

Path traversal attacks