Pith Number

pith:RHDCO2AC

pith:2026:RHDCO2ACKY4IGBNDORHPOPQAVR

not attested not anchored not stored refs pending

Prediction of bank transaction fraud using TabNet an adaptive deep learning architecture

Ananth Rao, Ariful Hoque, Immanuel Azaad Moonesar, Manoj Kumar, Nasser Al Muraqab, Prashanth BS, Udo Christian Braendle

arxiv:2607.18616 v1 · 2026-07-21 · q-fin.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RHDCO2ACKY4IGBNDORHPOPQAVR}

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	2026-07-22T00:22:56.951825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89c627680256388305a3744ef73e00ac4ab5dee512fda231acac3e0271ee96b5

Aliases

arxiv: 2607.18616 · arxiv_version: 2607.18616v1 · doi: 10.48550/arxiv.2607.18616 · pith_short_12: RHDCO2ACKY4I · pith_short_16: RHDCO2ACKY4IGBND · pith_short_8: RHDCO2AC

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/RHDCO2ACKY4IGBNDORHPOPQAVR \
  | 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: 89c627680256388305a3744ef73e00ac4ab5dee512fda231acac3e0271ee96b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec6bf8da24792ce237c47185ee9668aa0123791f526183cd61799f9e83de3037",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-fin.GN",
    "submitted_at": "2026-07-21T01:36:04Z",
    "title_canon_sha256": "1a9f5ab5a5a94533aee4ac9f4a551ef8b0437ecb18b362f64265c442f5b5f4f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18616",
    "kind": "arxiv",
    "version": 1
  }
}