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GuardrailsAI/prompt-saturation-attack-detector

sourceHugging Faceupdated 2y agoView on Hugging Face

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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.