Pith Number

pith:TV2MDJDL

pith:2025:TV2MDJDLVZVKOGZUFWLPU2FNMD

not attested not anchored not stored refs pending

Transformer-Based Financial Fraud Detection with Cloud-Optimized Real-Time Streaming

Jue Xiao, Shuochen Bi, Tingting Deng

arxiv:2501.19267 v1 · 2025-01-31 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TV2MDJDLVZVKOGZUFWLPU2FNMD}

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	2026-07-05T10:07:58.520310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d74c1a46bae6aa71b342d96fa68ad60d00adfe205fa3a5d07561b3054a08652

Aliases

arxiv: 2501.19267 · arxiv_version: 2501.19267v1 · doi: 10.48550/arxiv.2501.19267 · pith_short_12: TV2MDJDLVZVK · pith_short_16: TV2MDJDLVZVKOGZU · pith_short_8: TV2MDJDL

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/TV2MDJDLVZVKOGZUFWLPU2FNMD \
  | 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: 9d74c1a46bae6aa71b342d96fa68ad60d00adfe205fa3a5d07561b3054a08652

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac06447d1e868c4ffed5c72e5a84635557c64b5df1791d9db17a44b359c529b2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-01-31T16:27:58Z",
    "title_canon_sha256": "f65855281af8eb6215799709de998e396c4ce36f4dd4f7faf83c1abc6d2ab628"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19267",
    "kind": "arxiv",
    "version": 1
  }
}