Pith Number

pith:XWSBVZBK

pith:2023:XWSBVZBK5G524AZ3T63S6EYV4U

not attested not anchored not stored refs pending

MART: Improving LLM Safety with Multi-round Automatic Red-Teaming

Chunting Zhou, Jiawei Han, Madian Khabsa, Qifan Wang, Rui Hou, Suyu Ge, Yi-Chia Wang, Yuning Mao

arxiv:2311.07689 v1 · 2023-11-13 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XWSBVZBK5G524AZ3T63S6EYV4U}

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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

9 papers in Pith

A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions

When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T07:12:22.420448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bda41ae42ae9bbae033b9fb72f1315e518ae8f3e5dd452a8570d546dc76d60d5

Aliases

arxiv: 2311.07689 · arxiv_version: 2311.07689v1 · doi: 10.48550/arxiv.2311.07689 · pith_short_12: XWSBVZBK5G52 · pith_short_16: XWSBVZBK5G524AZ3 · pith_short_8: XWSBVZBK

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/XWSBVZBK5G524AZ3T63S6EYV4U \
  | 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: bda41ae42ae9bbae033b9fb72f1315e518ae8f3e5dd452a8570d546dc76d60d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51584e8daa17c65adf7686551895ba921b7dcdb973523ed15de25167ce971953",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-13T19:13:29Z",
    "title_canon_sha256": "7ebc4247e6fd0940dbce7b0b3258bf3f805eb7e88b4ea1a2995a8757a0d75eb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07689",
    "kind": "arxiv",
    "version": 1
  }
}