Pith Number

pith:BH6QCAMP

pith:2023:BH6QCAMPKI47ZCSIKCYDC3BK6J

not attested not anchored not stored refs pending

On Function-Coupled Watermarks for Deep Neural Networks

Qiang Xu, Wei Jiang, XiangYu Wen, Yu Li

arxiv:2302.10296 v3 · 2023-02-08 · cs.CV · 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{BH6QCAMPKI47ZCSIKCYDC3BK6J}

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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

A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model

Receipt and verification

First computed	2026-07-05T05:56:55.963832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09fd01018f5239fc8a4850b0316c2af2488944bce9e888869f5ea28f079e65a7

Aliases

arxiv: 2302.10296 · arxiv_version: 2302.10296v3 · doi: 10.48550/arxiv.2302.10296 · pith_short_12: BH6QCAMPKI47 · pith_short_16: BH6QCAMPKI47ZCSI · pith_short_8: BH6QCAMP

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/BH6QCAMPKI47ZCSIKCYDC3BK6J \
  | 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: 09fd01018f5239fc8a4850b0316c2af2488944bce9e888869f5ea28f079e65a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c47e14d9cb9229ee1e8a05a6bee166531267751af4d44a47deda4497967a28f4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-02-08T05:55:16Z",
    "title_canon_sha256": "f8fc2c623bf79a2b517bb093f364e150be9c4bd480891ce93d31a236717a0924"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.10296",
    "kind": "arxiv",
    "version": 3
  }
}