Pith Number

pith:WKICXYTK

pith:2024:WKICXYTKRCBAKUYH3WSGLMRJGS

not attested not anchored not stored refs pending

AI versus AI in Financial Crimes and Detection: GenAI Crime Waves to Co-Evolutionary AI

Bayan Bruss, Dhagash Mehta, Eren Kurshan, Tucker Balch

arxiv:2410.09066 v1 · 2024-09-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WKICXYTKRCBAKUYH3WSGLMRJGS}

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	2026-07-05T09:19:33.559501Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2902be26a8882055307dda465b229349a51c7d25409f7c38b45a1fb92c611c8

Aliases

arxiv: 2410.09066 · arxiv_version: 2410.09066v1 · doi: 10.48550/arxiv.2410.09066 · pith_short_12: WKICXYTKRCBA · pith_short_16: WKICXYTKRCBAKUYH · pith_short_8: WKICXYTK

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/WKICXYTKRCBAKUYH3WSGLMRJGS \
  | 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: b2902be26a8882055307dda465b229349a51c7d25409f7c38b45a1fb92c611c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8482a849e20c9d6422744e333f7b2cd5c9c8b6a30b64de2b56deba35688247f9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-30T15:41:41Z",
    "title_canon_sha256": "43a34172e5ffc65042ed283e4b852bb8e46b253fd242acd2af58139e17694a7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09066",
    "kind": "arxiv",
    "version": 1
  }
}