Pith Number

pith:UNV4GYTS

pith:2020:UNV4GYTSX7VMB5HDF7DFKNJ745

not attested not anchored not stored refs pending

Credit card fraud detection using machine learning: A survey

Johannes Jurgovsky, Yvan Lucas

arxiv:2010.06479 v1 · 2020-10-13 · 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{UNV4GYTSX7VMB5HDF7DFKNJ745}

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.

Cited by

1 paper in Pith

SAGE: An LLM-driven Self Reflective Agentic Framework for Fraud Detection

Receipt and verification

First computed	2026-07-05T01:42:49.168598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a36bc36272bfeac0f4e32fc655353fe7403b7b0893e5d46244cb6093171033d4

Aliases

arxiv: 2010.06479 · arxiv_version: 2010.06479v1 · doi: 10.48550/arxiv.2010.06479 · pith_short_12: UNV4GYTSX7VM · pith_short_16: UNV4GYTSX7VMB5HD · pith_short_8: UNV4GYTS

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/UNV4GYTSX7VMB5HDF7DFKNJ745 \
  | 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: a36bc36272bfeac0f4e32fc655353fe7403b7b0893e5d46244cb6093171033d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c1e88cc9dd78acd5a9f3947434901a6e594c757e2933dfa9287f1d8925fc0aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-13T15:35:32Z",
    "title_canon_sha256": "a9c5867386c8809708a525ad0d6b31e7fe2ca4db306b386885d2cfc87d7dadcd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.06479",
    "kind": "arxiv",
    "version": 1
  }
}