WP Super Cache

WordPress - Why is WP Super Cache creating suspicious cache folders

The symptom is rather ominous, your wp-content/cache/supercache folder is suddenly populated by additional domain name folders having no connection to your website. What could have caused this? Has your website been compromised or is there some reasonable explanation for this behavior.