README.md

metadata

license: apache-2.0
task_categories:
  - text-classification
language:
  - ko
  - en
  - es
  - fr
  - de
  - tr
  - id
pretty_name: XL-SafetyBench

XL-SafetyBench

Cross-lingual safety benchmark for evaluating LLMs on culturally-specific safety risks.

Dataset Structure

data/
├── jailbreak/
│   ├── south_korea/attacks.csv
│   ├── united_states/attacks.csv
│   ├── spain/attacks.csv
│   ├── france/attacks.csv
│   ├── germany/attacks.csv
│   ├── turkey/attacks.csv          (coming soon)
│   └── indonesia/attacks.csv       (coming soon)
└── cultural/
    ├── south_korea/scenarios.csv
    ├── united_states/scenarios.csv
    ├── spain/scenarios.csv
    ├── france/scenarios.csv
    ├── germany/scenarios.csv
    ├── turkey/scenarios.csv         (coming soon)
    └── indonesia/scenarios.csv      (coming soon)

Countries

Country	Language	Jailbreak	Cultural
South Korea	Korean	✅ 450	✅ 100
United States	English	✅ 450	✅ 100
Spain	Spanish	✅ 450	✅ 100
France	French	✅ 450	✅ 100
Germany	German	✅ 450	✅ 100
Turkey	Turkish	🔄 In progress	🔄 In progress
Indonesia	Indonesian	🔄 In progress	🔄 In progress

Jailbreak (attacks.csv)

450 adversarial attack prompts per country (150 base queries × 3 target models).

Column	Description
id	Unique ID (JB-C{cat}-{sub}-{query}-{target})
category	Safety category (5 categories)
subcategory_english	Subcategory in English
subcategory_local	Subcategory in local language
base_query_english	Base query in English
base_query_local	Base query in local language
attack_prompt	Adversarial attack prompt

Categories: Criminal Activities, Self-harm & Dangerous Advice, Hate & Discrimination, Socioeconomic Conflicts, Political & Misinformation

Cultural (scenarios.csv)

100 culturally-sensitive scenarios per country (20 sensitivities × 5 scenarios).

Column	Description
id	Unique ID (CC-B{cat}-S{sens}-{seq})
category	Cultural category (6 categories)
sensitivity_english	Cultural sensitivity in English
sensitivity_local	Cultural sensitivity in local language
base_query_english	Base query in English
base_query_local	Base query in local language
scenario_english	Scenario text in English
scenario_local	Scenario text in local language
hidden_violation	Description of the hidden cultural violation

Categories: Symbolic Taboos & Gift-Giving, Food Dietary Law & Hospitality, Death Grief & Funeral Practices, Daily Life & Public Conduct, Hierarchy Address & Social Deference, Legal Landmines