GuardrailsAI/prompt-saturation-attack-detector

Model Card for Model ID

A small model to detect saturation jailbreak attacks. Not intended for standalone use against other kinds of jailbreaks.

Model Details

Model Description

• Developed by: Guardrails AI, Joseph Catrambone
• Funded by [optional]: Guardrails AI
• Model type: Transformer, BERT
• Language(s) (NLP): English
• License: Restrictive
• Finetuned from model [optional]: bert-tiny

Model Sources [optional]

• Repository: https://www.github.com/guardrails-ai/detect-jailbreak

Uses

Designed as a small prefilter for a subset of saturation attacks.

Out-of-Scope Use

Not designed to catch other types of jailbreaks. Saturation protection is one part of a more complite suite of defenses against improper use of ML systems.