---
license: apache-2.0
pretty_name: SupplyChainBench
language:
  - en
tags:
  - clinical-ai
  - llm-security
  - ai-agents
  - healthcare
  - haarf
  - quokkaguard
  - synthetic
size_categories:
  - n<1K
task_categories:
  - other
---

# SupplyChainBench

**A signed CycloneDX AI bill of materials and fail-closed admission gate for clinical AI agents.**

SupplyChainBench is the benchmark corpus for *AI Supply-Chain Integrity for Confidential Clinical Agents: AIBOM Attestation and the Provenance Gap*, the `qubom` module of the QUOKKAGUARD program. It ships with the [`qubom`](https://github.com/quome-cloud/qubom) repository, which contains the `qfire` gateway layer under test, the experiment harness, and the paper.

A clean CycloneDX 1.5 clinical-agent-profile AIBOM plus 15 labeled tampered copies spanning five supply-chain attack classes (S1 weight tamper, S2 known-vulnerable dependency, S3 typosquat, S4 stripped provenance, S5 data tamper) with labels.json ground truth; fully synthetic, seed 42, paired with the pinned OSV snapshot in scripts/004-supply-chain/osv_snapshot.json.

**All data are synthetic.** No real patient data or protected health information (PHI) is included; clinical content is generated from templates with fixed seeds.

## Files

| File | Size | Rows |
|---|---|---|
| `PROFILE.md` | 1 KB | |
| `attacks/s1_weight_tamper-0.json` | 7 KB | |
| `attacks/s1_weight_tamper-1.json` | 7 KB | |
| `attacks/s1_weight_tamper-2.json` | 7 KB | |
| `attacks/s2_dependency_cve-0.json` | 7 KB | |
| `attacks/s2_dependency_cve-1.json` | 7 KB | |
| `attacks/s2_dependency_cve-2.json` | 7 KB | |
| `attacks/s3_typosquat-0.json` | 7 KB | |
| `attacks/s3_typosquat-1.json` | 7 KB | |
| `attacks/s3_typosquat-2.json` | 7 KB | |
| `attacks/s4_provenance_gap-0.json` | 6 KB | |
| `attacks/s4_provenance_gap-1.json` | 6 KB | |
| `attacks/s4_provenance_gap-2.json` | 6 KB | |
| `attacks/s5_data_tamper-0.json` | 7 KB | |
| `attacks/s5_data_tamper-1.json` | 7 KB | |
| `attacks/s5_data_tamper-2.json` | 7 KB | |
| `labels.json` | 2 KB | |
| `manifests/clean.json` | 7 KB | |



## How it was generated

The corpus is produced by the generator in the paper repository and is fully deterministic (fixed seeds), so it can be regenerated byte-for-byte.

```bash
# from the qubom repository root (deterministic seeds)
python3 scripts/004-supply-chain/gen.py --out datasets/004-supply-chain --per-class 3 --seed 42
```

## Intended use

Evaluating the **admission** enforcement layer of a clinical-agent security gateway (HAARF control C3): A clinical AI agent is assembled from base weights, fine-tunes, prompts, rules, detector models, hundreds of library dependencies, tool servers, and reference data, any of which can be backdoored, typosquatted, or left with no verifiable origin before the agent ever runs; weight attestation and the runtime firewall check none of this.

The experiments that consume it (E-series in the paper) are reproduced from the repository:

```bash
git clone https://github.com/quome-cloud/qubom
cd qubom
cargo build --release
```

then follow the *Reproduce the experiments* section of its README.

## Citation

This benchmark was built to evaluate a control of the **Healthcare AI Agents Regulatory Framework (HAARF)**, the source framework for the QUOKKAGUARD program. Please cite both the paper and HAARF:

```bibtex
@unpublished{schwoebel2026qubom,
  author = {Schwoebel, James},
  title  = {AI Supply-Chain Integrity for Confidential Clinical Agents: AIBOM Attestation and the Provenance Gap},
  note   = {Preprint. Quome, QUOKKAGUARD program (qubom module)},
  year   = {2026},
  url    = {https://github.com/quome-cloud/qubom}
}

@unpublished{schwoebel2026haarf,
  author = {Schwoebel, Jim and Frasch, Martin and Spalding, Art and Sewell, Ed and Englert, Phil and Halpert, Ben and Overbay, Collin and Semenec, Ingrida and Shor, Joel},
  title  = {{HAARF}: Healthcare {AI} agents regulatory framework --- a comprehensive security verification standard for autonomous {AI} systems in clinical environments},
  note   = {medRxiv Preprint},
  year   = {2026},
  month  = {April},
  doi    = {10.64898/2026.04.09.26350519},
  url    = {https://www.medrxiv.org/content/10.64898/2026.04.09.26350519v1}
}
```

## License

Apache License 2.0. Copyright (c) 2026 Quome, Inc.