Dataset Overview

Dataset Name

• JailBreakV_28K

License

• MIT

Task Categories

• Text Generation
• Question Answering

Dataset Size

• 10K < n < 100K

Configurations

• config_name: JailBreakV_28K
  • split: mini_JailBreakV_28K
    • path: JailBreakV_28K/mini_JailBreakV_28K.csv
  • split: JailBreakV_28K
    • path: JailBreakV_28K/JailBreakV_28K.csv
• config_name: RedTeam_2K
  • split: RedTeam_2K
    • path: JailBreakV_28K/RedTeam_2K.csv

Dataset Details

JailBreakV_28K and mini_JailBreakV_28K Columns

• id: Unique identifier
• jailbreak_query: Jailbreak query generated by various jailbreak attacks
• redteam_query: Harmful query from RedTeam_2K
• format: Jailbreak attack method, including template, persuasion, logic, figstep, query‑related
• policy: Security policy violated by the red‑team query
• image_path: Image file path
• from: Data source
• selected_mini: "True" if the data is in the mini_JailBreakV_28K set, otherwise "False"
• transfer_from_llm: "True" if the jailbreak query is transferred from an LLM jailbreak attack, otherwise "False"

RedTeam_2K Columns

• id: Unique identifier
• question: Harmful query
• policy: Security policy violated by the red‑team query
• from: Data source

Data Composition

RedTeam_2K

• Description: Curated dataset of 2,000 harmful queries designed to identify alignment vulnerabilities in LLMs and MLLMs. Covers 16 security policies and includes queries from 8 different sources.

JailBreakV_28K

• Description: Dataset containing 28,000 jailbreak text‑image pairs, including 20,000 text‑based LLM transfer jailbreak attacks and 8,000 image‑based MLLM jailbreak attacks. Covers 16 security policies and 5 different jailbreak methods.

Dataset Overview

• RedTeam_2K: 2,000 harmful queries covering 16 security policies from 8 sources.
• JailBreakV_28K: 28,000 jailbreak text‑image pairs covering 16 security policies and 5 jailbreak methods.

Usage Example

from datasets import load_dataset

mini_JailBreakV_28K = load_dataset("JailbreakV-28K/JailBreakV-28k", "JailBreakV_28K")["mini_JailBreakV_28K"]
JailBreakV_28K = load_dataset("JailbreakV-28K/JailBreakV-28k", "JailBreakV_28K")["JailBreakV_28K"]
RedTeam_2K = load_dataset("JailbreakV-28K/JailBreakV-28k", "RedTeam_2K")["RedTeam_2K"]