Work

BARBICAN reproduction artifacts: per-request traces, external detector scores and verification scripts

Year: 2026

Type: dataset

Abstract: Reproduction artifacts for the BARBICAN component-attribution study of a layered prompt-injection gateway for MCP. Contains per-request decision traces (no prompt text) for every reported run: deletion, substitution, repair and transplant runs on two platforms, the header-removal and post-allow substitution runs, and the InjecAgent own-format run; per-record scores of ProtectAI v2, Prompt Guard 2 (86M, 22M), Llama Guard 3 1B, LLM Guard and NeMo Guardrails; per-record metadata of the corpus and of the independent check set with text digests; the analysis scripts; and a verification script that recomputes the paper's main tables from the traces and asserts every figure (134 checks). The gateway's source code and the corpus texts are not included. See README.md.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23590821

Authors: Abasıkeleş-Turgut, İpek, Gümüş, Edip

Institution: İskenderun Technical University

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7223282990

Cites:

Cited by: 1

Related to: 9