Pith. sign in
Pith Number

pith:ITR6PPWD

pith:2020:ITR6PPWDW2ADVDDY43AMKJ5MIA
not attested not anchored not stored refs pending

Machine learning methods to detect money laundering in the Bitcoin blockchain in the presence of label scarcity

David Apar\'icio, Joana Lorenz, Jo\~ao Tiago Ascens\~ao, Maria In\^es Silva, Pedro Bizarro

arxiv:2005.14635 v2 · 2020-05-29 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ITR6PPWDW2ADVDDY43AMKJ5MIA}

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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 2026-07-05T03:19:58.844860Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

44e3e7bec3b6803a8c78e6c0c527ac403322571aaa6df7f0628d55bb76f7ab20

Aliases

arxiv: 2005.14635 · arxiv_version: 2005.14635v2 · doi: 10.48550/arxiv.2005.14635 · pith_short_12: ITR6PPWDW2AD · pith_short_16: ITR6PPWDW2ADVDDY · pith_short_8: ITR6PPWD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ITR6PPWDW2ADVDDY43AMKJ5MIA \
  | 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: 44e3e7bec3b6803a8c78e6c0c527ac403322571aaa6df7f0628d55bb76f7ab20
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4e8972d26574f9a8c535089585bc29e6323c8753e34c7351ddec5169b6735027",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-29T15:52:48Z",
    "title_canon_sha256": "53140dd65d24a107ede4bb7dcdc2f4bdf6b27db139f710d55614640677504c00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.14635",
    "kind": "arxiv",
    "version": 2
  }
}