Pith Number

pith:2BY5TXWP

pith:2021:2BY5TXWPC7R6OGGTIQ6NMWOOVF

not attested not anchored not stored refs pending

Robustness of Graph Neural Networks at Scale

Aleksandar Bojchevski, Daniel Z\"ugner, Hakan \c{S}irin, Simon Geisler, Stephan G\"unnemann, Tobias Schmidt

arxiv:2110.14038 v4 · 2021-10-26 · cs.LG · 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{2BY5TXWPC7R6OGGTIQ6NMWOOVF}

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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

EvA: Evolutionary Attacks on Graphs

Receipt and verification

First computed	2026-07-05T06:05:25.238639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d071d9decf17e3e718d3443cd659cea976c469f045c26e7dc488a816f53d324c

Aliases

arxiv: 2110.14038 · arxiv_version: 2110.14038v4 · doi: 10.48550/arxiv.2110.14038 · pith_short_12: 2BY5TXWPC7R6 · pith_short_16: 2BY5TXWPC7R6OGGT · pith_short_8: 2BY5TXWP

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/2BY5TXWPC7R6OGGTIQ6NMWOOVF \
  | 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: d071d9decf17e3e718d3443cd659cea976c469f045c26e7dc488a816f53d324c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "caa1990718274ae313b479ee6e1d9f52bb9d0dffd3363e8e573c82ae161f2cf4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-26T21:31:17Z",
    "title_canon_sha256": "5e88a06754603f110ee968a56603f58eb27600219e7e35d51bac99f30d821cbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14038",
    "kind": "arxiv",
    "version": 4
  }
}