Pith Number

pith:3AQWAOCD

pith:2024:3AQWAOCDTL5MDOUFXSRSDILHTJ

not attested not anchored not stored refs pending

SoK: Dataset Copyright Auditing in Machine Learning Systems

Chusong Zhang, Jiming Chen, Linkang Du, Min Chen, Peng Cheng, Xuanru Zhou, Zhikun Zhang, Zhou Su

arxiv:2410.16618 v2 · 2024-10-22 · 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{3AQWAOCDTL5MDOUFXSRSDILHTJ}

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

XAttnMark: Learning Robust Audio Watermarking with Cross-Attention

Receipt and verification

First computed	2026-07-05T11:09:01.979649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8216038439afac1ba85bca321a1679a5809ed7ec92b1f4a72ec9a0982b76595

Aliases

arxiv: 2410.16618 · arxiv_version: 2410.16618v2 · doi: 10.48550/arxiv.2410.16618 · pith_short_12: 3AQWAOCDTL5M · pith_short_16: 3AQWAOCDTL5MDOUF · pith_short_8: 3AQWAOCD

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/3AQWAOCDTL5MDOUFXSRSDILHTJ \
  | 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: d8216038439afac1ba85bca321a1679a5809ed7ec92b1f4a72ec9a0982b76595

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7d9d982b4757ab97579a542ca1b606d524283142d3654e349a149a2fc9b0467",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-22T02:06:38Z",
    "title_canon_sha256": "225dbbc54e1eeda67e05c786ea0e45de539edd4eaa2bc5f480a190dba4073c30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16618",
    "kind": "arxiv",
    "version": 2
  }
}