Pith Number

pith:4OYB4FZ4

pith:2025:4OYB4FZ4PXRSY5WNSOYURODFBS

not attested not anchored not stored refs pending

Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models

Chao Qian, Hao-Tian Li, Ke Xue, Ren-Jian Wang, Shengcai Liu, Sheng Tang, Zeyu Qin, Ziniu Li

arxiv:2506.07121 v1 · 2025-06-08 · cs.LG · cs.AI · cs.NE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4OYB4FZ4PXRSY5WNSOYURODFBS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Distributed Quality-Diversity Search for Toxicity in Large Language Models

Tournament Informed Adversarial Quality Diversity

Receipt and verification

First computed	2026-07-05T11:18:02.015953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3b01e173c7de32c76cd93b148b8650cb48439ae6e8029d04c52b01a74f890f0

Aliases

arxiv: 2506.07121 · arxiv_version: 2506.07121v1 · doi: 10.48550/arxiv.2506.07121 · pith_short_12: 4OYB4FZ4PXRS · pith_short_16: 4OYB4FZ4PXRSY5WN · pith_short_8: 4OYB4FZ4

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4OYB4FZ4PXRSY5WNSOYURODFBS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e3b01e173c7de32c76cd93b148b8650cb48439ae6e8029d04c52b01a74f890f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e306c744be3a5d565cb2b3e32812aec9ce089ee63788799fc0a1d0c6fb10ec86",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-08T13:07:41Z",
    "title_canon_sha256": "a8b5f4a8d8d2470a0dc49fe1c51d72d67b2dee694d9fb1165430b3c40e1c8ae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07121",
    "kind": "arxiv",
    "version": 1
  }
}