Pith Number

pith:UXZIEDPK

pith:2022:UXZIEDPKAEL53HKS5IFWLSWCXB

not attested not anchored not stored refs pending

Label-Only Membership Inference Attack against Node-Level Graph Neural Networks

Jiaxin Li, Jing Xu, Mauro Conti, Stjepan Picek

arxiv:2207.13766 v1 · 2022-07-27 · cs.CR · 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{UXZIEDPKAEL53HKS5IFWLSWCXB}

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	2026-07-05T04:44:12.003834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5f2820dea0117dd9d52ea0b65cac2b840739a92a16a3c83ccdcceccec1787d6

Aliases

arxiv: 2207.13766 · arxiv_version: 2207.13766v1 · doi: 10.48550/arxiv.2207.13766 · pith_short_12: UXZIEDPKAEL5 · pith_short_16: UXZIEDPKAEL53HKS · pith_short_8: UXZIEDPK

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/UXZIEDPKAEL53HKS5IFWLSWCXB \
  | 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: a5f2820dea0117dd9d52ea0b65cac2b840739a92a16a3c83ccdcceccec1787d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f441ac1824e2d9fd1a315a8c5a395a1163af5b614a0e4ca2d515564ad512dc08",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-07-27T19:46:26Z",
    "title_canon_sha256": "b2642c707f76ef21a366a153a78405d9b9dffe20baaa98a86cb608fcdb64bcee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.13766",
    "kind": "arxiv",
    "version": 1
  }
}