Pith Number

pith:APSF3NNJ

pith:2022:APSF3NNJ7S7OQMNPELOTHJUERL

not attested not anchored not stored refs pending

A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability

Enyan Dai, Huaisheng Zhu, Hui Liu, Jiliang Tang, Junjie Xu, Suhang Wang, Tianxiang Zhao, Zhimeng Guo

arxiv:2204.08570 v2 · 2022-04-18 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{APSF3NNJ7S7OQMNPELOTHJUERL}

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.

Cited by

2 papers in Pith

Bayesian Membership Privacy for Graph Neural Networks

Explaining the Explainers in Graph Neural Networks: a Comparative Study

Receipt and verification

First computed	2026-07-05T09:39:17.772779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03e45db5a9fcbee831af22dd33a6848ae425372ea819899cf5857f2659a68662

Aliases

arxiv: 2204.08570 · arxiv_version: 2204.08570v2 · doi: 10.48550/arxiv.2204.08570 · pith_short_12: APSF3NNJ7S7O · pith_short_16: APSF3NNJ7S7OQMNP · pith_short_8: APSF3NNJ

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/APSF3NNJ7S7OQMNPELOTHJUERL \
  | 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: 03e45db5a9fcbee831af22dd33a6848ae425372ea819899cf5857f2659a68662

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7b27d69c43899d5bbcf61015b83050b072e89f567f5926e14da5f85127c95ff",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-18T21:41:07Z",
    "title_canon_sha256": "47666bcf2921097a655da38e1597c7c01a47d55ed8e78cc01c0fb93873a30ca4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.08570",
    "kind": "arxiv",
    "version": 2
  }
}