Pith Number

pith:XXND3YMD

pith:2024:XXND3YMDLDTCJJPBCUE2SAZAUR

not attested not anchored not stored refs pending

Credit Card Fraud Detection Using Advanced Transformer Model

Chang Yu, Jin Cao, Mengran Zhu, Ye Zhang, Yinxin Jin, Yongshun Xu

arxiv:2406.03733 v4 · 2024-06-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XXND3YMDLDTCJJPBCUE2SAZAUR}

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

1 paper in Pith

Exploring a Hybrid Deep Learning Approach for Anomaly Detection in Mental Healthcare Provider Billing: Addressing Label Scarcity through Semi-Supervised Anomaly Detection

Receipt and verification

First computed	2026-07-05T09:34:14.575064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdda3de18358e624a5e11509a90320a45941bd260153f6e06882a1ec24d48cf0

Aliases

arxiv: 2406.03733 · arxiv_version: 2406.03733v4 · doi: 10.48550/arxiv.2406.03733 · pith_short_12: XXND3YMDLDTC · pith_short_16: XXND3YMDLDTCJJPB · pith_short_8: XXND3YMD

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/XXND3YMDLDTCJJPBCUE2SAZAUR \
  | 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: bdda3de18358e624a5e11509a90320a45941bd260153f6e06882a1ec24d48cf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e70f10109e388de826adda2cd1fab6dac3c728f17b14b71d97ba9c97a83c34a8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-06T04:12:57Z",
    "title_canon_sha256": "8741a6b9f2385016288ce49c973fd16df57413a1d6d80da6ee09ad718a9db914"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03733",
    "kind": "arxiv",
    "version": 4
  }
}