Pith Number

pith:LUU76EMS

pith:2024:LUU76EMSWDUYHGOQMAJ4P4UYC3

not attested not anchored not stored refs pending

Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution

Hongwei Yao, Kui Ren, Shuo Shao, Yiling He, Yiming Li, Zhan Qin

arxiv:2405.04825 v2 · 2024-05-08 · cs.CR · cs.AI · 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{LUU76EMSWDUYHGOQMAJ4P4UYC3}

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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

1 paper in Pith

LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models

Receipt and verification

First computed	2026-07-05T09:04:57.442163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d29ff1192b0e98399d06013c7f29816d20b4ec435f969f90e91621c3af8ece3

Aliases

arxiv: 2405.04825 · arxiv_version: 2405.04825v2 · doi: 10.48550/arxiv.2405.04825 · pith_short_12: LUU76EMSWDUY · pith_short_16: LUU76EMSWDUYHGOQ · pith_short_8: LUU76EMS

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/LUU76EMSWDUYHGOQMAJ4P4UYC3 \
  | 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: 5d29ff1192b0e98399d06013c7f29816d20b4ec435f969f90e91621c3af8ece3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc6572d39fb7d73706ffba5990824a4e778ec5c24f2b1ffd0f21a9c7fdac6a01",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-08T05:49:46Z",
    "title_canon_sha256": "52589d7e538166a61a0a7ccbd4365504773fb0e871c368dfdd49f86778043eb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04825",
    "kind": "arxiv",
    "version": 2
  }
}