Pith Number

pith:6ANPCDVL

pith:2024:6ANPCDVL7VW5N3JERE2PLXK2PI

not attested not anchored not stored refs pending

Probabilistically Robust Watermarking of Neural Networks

Ivan Oseledets, Mikhail Pautov, Nikita Bogdanov, Oleg Rogov, Stanislav Pyatkin

arxiv:2401.08261 v2 · 2024-01-16 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6ANPCDVL7VW5N3JERE2PLXK2PI}

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.

Receipt and verification

First computed	2026-07-05T09:38:23.454982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f01af10eabfd6dd6ed248934f5dd5a7a0dbbdc3e796d513654bc1d5b84ba9bf3

Aliases

arxiv: 2401.08261 · arxiv_version: 2401.08261v2 · doi: 10.48550/arxiv.2401.08261 · pith_short_12: 6ANPCDVL7VW5 · pith_short_16: 6ANPCDVL7VW5N3JE · pith_short_8: 6ANPCDVL

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/6ANPCDVL7VW5N3JERE2PLXK2PI \
  | 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: f01af10eabfd6dd6ed248934f5dd5a7a0dbbdc3e796d513654bc1d5b84ba9bf3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45ff3cddf83d382066d2ba558505e8ac2fd37a77ffaaa3a1bedf5f98ba782059",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-01-16T10:32:13Z",
    "title_canon_sha256": "aa728b6259dbc9ead8be6994510f04ba49fdbe535acc3b87181820cfc4806bb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08261",
    "kind": "arxiv",
    "version": 2
  }
}