Pith Number

pith:YWDPBBHY

pith:2023:YWDPBBHY5D5R4WQHCBVB65F5CI

not attested not anchored not stored refs pending

Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness

Francesco Campi, Lukas Gosch, Stephan G\"unnemann, Tom Wollschl\"ager, Yan Scholten

arxiv:2308.08173 v2 · 2023-08-16 · 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{YWDPBBHY5D5R4WQHCBVB65F5CI}

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	2026-07-05T08:39:27.968576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c586f084f8e8fb1e5a07106a1f74bd1206f2aa092ee9f841ae6b19f974860883

Aliases

arxiv: 2308.08173 · arxiv_version: 2308.08173v2 · doi: 10.48550/arxiv.2308.08173 · pith_short_12: YWDPBBHY5D5R · pith_short_16: YWDPBBHY5D5R4WQH · pith_short_8: YWDPBBHY

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/YWDPBBHY5D5R4WQHCBVB65F5CI \
  | 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: c586f084f8e8fb1e5a07106a1f74bd1206f2aa092ee9f841ae6b19f974860883

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b19f3bf08ae984e540eaeb5ad7fab713bab04b02562c9662005fa291d310807f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-16T07:05:41Z",
    "title_canon_sha256": "57acc408b6d2a1e5523627d5a571f9b4ad7df1ab3b34cb400805e57daeb08903"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.08173",
    "kind": "arxiv",
    "version": 2
  }
}