Pith Number

pith:LQHWFEL6

pith:2024:LQHWFEL6HSGAVGUSTNTEQFQ77S

not attested not anchored not stored refs pending

CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks

Guibin Zhang, Hao Wu, Junyuan Mao, Kun Wang, Shilong Wang, Wang Ziqi, Xiaojiang Peng, Xinke Jiang, Yifan Duan

arxiv:2402.14708 v2 · 2024-02-22 · cs.LG · cs.AI · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQHWFEL6HSGAVGUSTNTEQFQ77S}

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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

Rethinking Fraud Safety Evaluation: Multi-Round Attacks Reveal Safety-Utility Tradeoffs in Graph-Context LLM Defenders

Receipt and verification

First computed	2026-07-05T09:40:55.501683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c0f62917e3c8c0a9a929b6648161ffc9bf53e19720da0d32970adc06f8c7e56

Aliases

arxiv: 2402.14708 · arxiv_version: 2402.14708v2 · doi: 10.48550/arxiv.2402.14708 · pith_short_12: LQHWFEL6HSGA · pith_short_16: LQHWFEL6HSGAVGUS · pith_short_8: LQHWFEL6

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/LQHWFEL6HSGAVGUSTNTEQFQ77S \
  | 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: 5c0f62917e3c8c0a9a929b6648161ffc9bf53e19720da0d32970adc06f8c7e56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a86195b2bad7b3bcbaedac6c60ded96871f6da4a1b3f23df601baaaa9a718e9",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.ST"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-22T17:08:09Z",
    "title_canon_sha256": "d6ed0d2ca7596cb9bbaf7f8e680690f5c1d724fd52ab136b47678976f9b1efa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14708",
    "kind": "arxiv",
    "version": 2
  }
}