Added support for Retention Score [AAAI-2025]

[lizaitang]

Description

This pull request adds the support of the Retention Score Detection method proposed in [1].

[1] Retention Score: Quantifying Jailbreak Risks for Vision Language Models. Paper

Type of change

Please check all relevant options.

• Improvement (non-breaking)
• Bug fix (non-breaking)
• [✔️] New feature (non-breaking)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

Testing

Please describe the tests that you ran to verify your changes. Consider listing any relevant details of your test configuration.

• [✔️] Unit Test

Test Configuration:

• OS: Ubuntu 22.04
• Python version: 3.9.18
• ART version: 1.18.1
• PyTorch: 2.4.0
• cuDNN version: 90100

Checklist

• [✔️] My code follows the style guidelines of this project
• [✔️] I have performed a self-review of my own code
• [✔️] I have commented my code
• [✔️] I have made corresponding changes to the documentation
• [✔️] My changes generate no new warnings
• [✔️] I have added tests that prove my fix is effective or that my feature works
• [✔️] New and existing unit tests pass locally with my changes
• [✔️] My changes have been tested using both CPU and GPU devices