Quality-Diversity Evolution for Discovering Diverse Vulnerabilities in LLM Safety

Current approaches to LLM adversarial testing suffer from coverage gaps: manual red-teaming does not scale, LLM-as-attacker methods exhibit mode collapse, and gradient-based approaches produce uninterpretable gibberish. We introduce a quality-diversity evolutionary framework that operates at the...

DRUPAL-CONTRIB-2026-033

This module enables you to obfuscate email addresses in content. The module doesn't sufficiently sanitize user input via the Twig filter. This vulnerability is mitigated by the fact that it only affects sites using the ROT13 encoding and where an attacker can enter content that is filtered using...

PT-2026-34625

Name of the Vulnerable Software and Affected Versions Obfuscate versions 0.0.0 through 2.0.1 Description Improper neutralization of input during web page generation allows Cross-Site Scripting XSS. The module, which obfuscates email addresses in content, fails to sufficiently sanitize user input...

Obfuscate - Moderately critical - Cross-site scripting - SA-CONTRIB-2026-033

This module enables you to obfuscate email addresses in content. The module doesn't sufficiently sanitize user input via the Twig filter. This vulnerability is mitigated by the fact that it only affects sites using the ROT13 encoding and where an attacker can enter content that is filtered using...

DRUPAL-CONTRIB-2025-029

This module enables you to obfuscate email addresses, to avoid them being easily available to spammers. The module doesn't sufficiently sanitise input when ROT13 encoding is used. This vulnerability is mitigated by the fact that an attacker must have a role with the ability to enter specific HTML...

DRUPAL-CONTRIB-2023-042

This module enables you to hide email addresses from bots and site scrapers by using the rot13 strategy. The module doesn't sufficiently escape the data attribute under the scenario a user has access to manipulate that value. This vulnerability is mitigated by the fact that an attacker must have ...