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cff-version: 1.2.0
title: ART-SafeBench
version: 2.0.0
date-released: 2026-01-01
message: >-
If you use this dataset, please cite it as below.
authors:
- family-names: Singh
given-names: Inderjeet
affiliation: Fujitsu Research of Europe Limited, UK
email: inderjeet.singh@fujitsu.com
orcid: https://orcid.org/0000-0003-3011-3199
- family-names: Pahuja
given-names: Vikas
affiliation: Fujitsu Research of Europe Limited, UK
email: vikas.pahuja@fujitsu.com
- family-names: Rathina Sabapathy
given-names: Aishvariya Priya
affiliation: Fujitsu Research of Europe Limited, UK
email: aishvariyapriya.rathinasabapathy@fujitsu.com
keywords:
- RAG
- safety
- red teaming
- adversarial prompts
- multimodal
license: CC-BY-4.0
abstract: >-
Test-only dataset of successful adversarial attacks against agentic RAG systems,
covering orchestrator tool-flip, RAG text poisoning, direct user safety attacks,
and image-poisoning simulations.

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