Pith Number

pith:5W54ENAJ

pith:2019:5W54ENAJRNZQVCGCZBEJQ75VRQ

not attested not anchored not stored refs pending

Improving Detection of Credit Card Fraudulent Transactions using Generative Adversarial Networks

Hung Ba

arxiv:1907.03355 v1 · 2019-07-07 · cs.LG · q-fin.RM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5W54ENAJRNZQVCGCZBEJQ75VRQ}

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	2026-05-17T23:41:16.467695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edbbc234098b730a88c2c848987fb58c1561a7be02ea10061f325eba1e24f1e0

Aliases

arxiv: 1907.03355 · arxiv_version: 1907.03355v1 · doi: 10.48550/arxiv.1907.03355 · pith_short_12: 5W54ENAJRNZQ · pith_short_16: 5W54ENAJRNZQVCGC · pith_short_8: 5W54ENAJ

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/5W54ENAJRNZQVCGCZBEJQ75VRQ \
  | 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: edbbc234098b730a88c2c848987fb58c1561a7be02ea10061f325eba1e24f1e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ee12b4a99c55dc98cc8b5390a30ba03a642def8589deb4ed36ac700074a63e4",
    "cross_cats_sorted": [
      "q-fin.RM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-07T22:20:52Z",
    "title_canon_sha256": "da1a2d947be77f381d227fbde4051b965b6e19ef237fad8fed940cbd5185cc54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.03355",
    "kind": "arxiv",
    "version": 1
  }
}