Pith Number

pith:KUVHJGEQ

pith:2024:KUVHJGEQ5ITKGR5UGOGRYNPUZF

not attested not anchored not stored refs pending

Large Language Model Watermark Stealing With Mixed Integer Programming

Asif Gill, Chao Chen, Leo Yu Zhang, Shengshan Hu, Shirui Pan, Xiaomei Zhang, Yanjun Zhang, Zhaoxi Zhang

arxiv:2405.19677 v1 · 2024-05-30 · cs.CR · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KUVHJGEQ5ITKGR5UGOGRYNPUZF}

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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

5 papers in Pith

Signature filtering: a lightweight enhancement for statistical watermark detection in large language models

Mitigating Watermark Forgery in Generative Models via Randomized Key Selection

Watermarking Should Be Treated as a Monitoring Primitive

Towards Robust Content Watermarking Against Removal and Forgery Attacks

Receipt and verification

First computed	2026-07-05T08:25:11.063952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

552a749890ea26a347b4338d1c35f4c952b52fe1f98722a767e18546c2eb8b4b

Aliases

arxiv: 2405.19677 · arxiv_version: 2405.19677v1 · doi: 10.48550/arxiv.2405.19677 · pith_short_12: KUVHJGEQ5ITK · pith_short_16: KUVHJGEQ5ITKGR5U · pith_short_8: KUVHJGEQ

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/KUVHJGEQ5ITKGR5UGOGRYNPUZF \
  | 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: 552a749890ea26a347b4338d1c35f4c952b52fe1f98722a767e18546c2eb8b4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e8463ab71a6a4488c096b2a631dfee943d942e0fdd628616f9308001688ce21",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-30T04:11:17Z",
    "title_canon_sha256": "8d61b5875b98f9f85a6054a1457698cbc239e08151280936b152936f5e47a51e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19677",
    "kind": "arxiv",
    "version": 1
  }
}