Pith Number

pith:3HTRQUEW

pith:2024:3HTRQUEW24TG2Q7LEVXDPCJYIY

not attested not anchored not stored refs pending

Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection

Haishuai Wang, Jiajun Bu, Jinke Shi, Sheng Zhou, Yao Ma, Yuanchen Bei

arxiv:2404.16366 v2 · 2024-04-25 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{3HTRQUEW24TG2Q7LEVXDPCJYIY}

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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

Graph Evidential Learning for Anomaly Detection

Receipt and verification

First computed	2026-07-05T11:08:57.206197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9e7185096d7266d43eb256e3789384632d52226d70546f372421239bea7890c

Aliases

arxiv: 2404.16366 · arxiv_version: 2404.16366v2 · doi: 10.48550/arxiv.2404.16366 · pith_short_12: 3HTRQUEW24TG · pith_short_16: 3HTRQUEW24TG2Q7L · pith_short_8: 3HTRQUEW

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/3HTRQUEW24TG2Q7LEVXDPCJYIY \
  | 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: d9e7185096d7266d43eb256e3789384632d52226d70546f372421239bea7890c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7120bef4bb59e0387ed0a5b02b67bf0cb21dba6e8706d7d0598a3e56320fc556",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-25T07:09:05Z",
    "title_canon_sha256": "651ac8c5583c92bfa98f36b94add8a62b3a0e081554956f28da3636ff00fbd73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.16366",
    "kind": "arxiv",
    "version": 2
  }
}