Pith Number

pith:TP7XXTNH

pith:2025:TP7XXTNH77RZRYWD3SC64FQVVM

not attested not anchored not stored refs pending

TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice

Aman Goel, Dmitriy Bespalov, Xian Carrie Wu, Yanjun Qi, Zhe Wang

arxiv:2502.18504 v2 · 2025-02-21 · cs.CR · cs.AI · cs.CL · 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{TP7XXTNH77RZRYWD3SC64FQVVM}

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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

2 papers in Pith

ASTRA: An Automated Framework for Strategy Discovery, Retrieval, and Evolution for Jailbreaking LLMs

TEMPLATEFUZZ: Fine-Grained Chat Template Fuzzing for Jailbreaking and Red Teaming LLMs

Receipt and verification

First computed	2026-07-05T11:16:06.503441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bff7bcda7ffe398e2c3dc85ee1615ab1834bee9c089bdc3f9ba05e39d90783d

Aliases

arxiv: 2502.18504 · arxiv_version: 2502.18504v2 · doi: 10.48550/arxiv.2502.18504 · pith_short_12: TP7XXTNH77RZ · pith_short_16: TP7XXTNH77RZRYWD · pith_short_8: TP7XXTNH

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/TP7XXTNH77RZRYWD3SC64FQVVM \
  | 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: 9bff7bcda7ffe398e2c3dc85ee1615ab1834bee9c089bdc3f9ba05e39d90783d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13b5488c0340e723ff8554be3bd1e02ff69b0c89d454984f1ffdefb0a405fff4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-21T21:10:12Z",
    "title_canon_sha256": "93ea2743cec3ebf9b0142c18dc7612d44e774e43e10053e2b8e50878281e67c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18504",
    "kind": "arxiv",
    "version": 2
  }
}