Pith Number

pith:NHL3SSFO

pith:2019:NHL3SSFOQFZ2JWRZEYT4NMZUFZ

not attested not anchored not stored refs pending

DAWN: Dynamic Adversarial Watermarking of Neural Networks

Buse Gul Atli, N. Asokan, Samuel Marchal, Sebastian Szyller

arxiv:1906.00830 v5 · 2019-06-03 · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NHL3SSFOQFZ2JWRZEYT4NMZUFZ}

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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

2 papers in Pith

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

Data Provenance for Image Auto-Regressive Generation

Receipt and verification

First computed	2026-07-05T02:58:20.963649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69d7b948ae8173a4da392627c6b3342e413a6052f19b07d903c5e9183c21ea48

Aliases

arxiv: 1906.00830 · arxiv_version: 1906.00830v5 · doi: 10.48550/arxiv.1906.00830 · pith_short_12: NHL3SSFOQFZ2 · pith_short_16: NHL3SSFOQFZ2JWRZ · pith_short_8: NHL3SSFO

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/NHL3SSFOQFZ2JWRZEYT4NMZUFZ \
  | 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: 69d7b948ae8173a4da392627c6b3342e413a6052f19b07d903c5e9183c21ea48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6108077745c720cdcd0665f312120c73a036292b0762b8355a9d558f872a08f6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-06-03T14:25:30Z",
    "title_canon_sha256": "1d3d0e992b358626eafba085549dbbe240d5cb85a2b7f98af72ecdff30b8a627"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00830",
    "kind": "arxiv",
    "version": 5
  }
}