Pith Number

pith:EGLX34FC

pith:2024:EGLX34FCUMWYMWTDRWTS3ITFVZ

not attested not anchored not stored refs pending

Learning diverse attacks on large language models for robust red-teaming and safety tuning

David Dobre, Gauthier Gidel, Juho Lee, Kenji Kawaguchi, Lynn Cherif, Minsu Kim, Moksh Jain, Nikolay Malkin, Seanie Lee, Sung Ju Hwang, Yoshua Bengio

arxiv:2405.18540 v2 · 2024-05-28 · cs.CL · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EGLX34FCUMWYMWTDRWTS3ITFVZ}

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

1 paper in Pith

Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory Balance

Receipt and verification

First computed	2026-07-05T10:21:19.568097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

21977df0a2a32d865a638da72da265ae72d3f23e2897f4771abb242142571b14

Aliases

arxiv: 2405.18540 · arxiv_version: 2405.18540v2 · doi: 10.48550/arxiv.2405.18540 · pith_short_12: EGLX34FCUMWY · pith_short_16: EGLX34FCUMWYMWTD · pith_short_8: EGLX34FC

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/EGLX34FCUMWYMWTDRWTS3ITFVZ \
  | 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: 21977df0a2a32d865a638da72da265ae72d3f23e2897f4771abb242142571b14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2e70b0eecd10ebb7780a99c4453d414577ed65f4649cdb2665123ae57aae437",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-28T19:16:17Z",
    "title_canon_sha256": "593e5a7335985fae38678c90fc3c09982246292c010560667ec1d7b6f7c798cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18540",
    "kind": "arxiv",
    "version": 2
  }
}