Pith Number

pith:GNKHWFBU

pith:2025:GNKHWFBUMBWGZQZTHV4PCWNZZX

not attested not anchored not stored refs pending

MPOCryptoML: Multi-Pattern based Off-Chain Crypto Money Laundering Detection

Hai Dong, Xiaoyu Xia, Yasaman Samadi

arxiv:2508.12641 v1 · 2025-08-18 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNKHWFBUMBWGZQZTHV4PCWNZZX}

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	2026-07-05T11:55:24.607037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33547b1434606c6cc3333d78f159b9cde6448cc25c1cd451443c74f683c7c50a

Aliases

arxiv: 2508.12641 · arxiv_version: 2508.12641v1 · doi: 10.48550/arxiv.2508.12641 · pith_short_12: GNKHWFBUMBWG · pith_short_16: GNKHWFBUMBWGZQZT · pith_short_8: GNKHWFBU

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/GNKHWFBUMBWGZQZTHV4PCWNZZX \
  | 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: 33547b1434606c6cc3333d78f159b9cde6448cc25c1cd451443c74f683c7c50a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2998c1849883861c71cde565426c0ab642b1b9e4fd008b79f0bd6c49f474a23d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-18T06:06:32Z",
    "title_canon_sha256": "7cbe847f1c029a3f782a42d18476770c1e4977c7611445ea74fd3cdc71eae429"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12641",
    "kind": "arxiv",
    "version": 1
  }
}