Pith Number

pith:UJPAQ6TA

pith:2019:UJPAQ6TASKY6K725JCMTEGAG5H

not attested not anchored not stored refs pending

Extraction of Complex DNN Models: Real Threat or Boogeyman?

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

arxiv:1910.05429 v3 · 2019-10-11 · cs.LG · 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{UJPAQ6TASKY6K725JCMTEGAG5H}

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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.

Receipt and verification

First computed	2026-07-05T01:06:08.914447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a25e087a6092b1e57f5d4899321806e9e9fb78ce616daa521125e51ece910c58

Aliases

arxiv: 1910.05429 · arxiv_version: 1910.05429v3 · doi: 10.48550/arxiv.1910.05429 · pith_short_12: UJPAQ6TASKY6 · pith_short_16: UJPAQ6TASKY6K725 · pith_short_8: UJPAQ6TA

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/UJPAQ6TASKY6K725JCMTEGAG5H \
  | 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: a25e087a6092b1e57f5d4899321806e9e9fb78ce616daa521125e51ece910c58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e788ba6ab5329478c6f9e4fa299a1e03828c7e053fa1aad68a90f49e3f3f45a8",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-11T22:25:11Z",
    "title_canon_sha256": "f0d58efab5ebaede26b26b3e43fa26d44b3497dd9017e56b131b31144b8be949"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.05429",
    "kind": "arxiv",
    "version": 3
  }
}