Pith Number

pith:UYWAHGST

pith:2025:UYWAHGSTPGWHZETUAIW3QIXBK7

not attested not anchored not stored refs pending

Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review

Chuanhao Nie, Chuqing Zhao, Yisong Chen, Yixin Xu, Yixin Zhang

arxiv:2502.00201 v2 · 2025-01-31 · 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{UYWAHGSTPGWHZETUAIW3QIXBK7}

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	2026-07-05T11:45:31.201643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a62c039a5379ac7c9274022db822e157d81acb2bb2474aa55f314f9b870e2fdb

Aliases

arxiv: 2502.00201 · arxiv_version: 2502.00201v2 · doi: 10.48550/arxiv.2502.00201 · pith_short_12: UYWAHGSTPGWH · pith_short_16: UYWAHGSTPGWHZETU · pith_short_8: UYWAHGST

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/UYWAHGSTPGWHZETUAIW3QIXBK7 \
  | 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: a62c039a5379ac7c9274022db822e157d81acb2bb2474aa55f314f9b870e2fdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdc0d55438b5597404b3bf9e7e97cdb79fcefc1e966df859460ff22d1ce719ed",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.ST"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-31T22:31:50Z",
    "title_canon_sha256": "cb876333b0d87661168dbdc75023e1e1ac35b711a48c6e9fe05843d8e12af776"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00201",
    "kind": "arxiv",
    "version": 2
  }
}