Pith Number

pith:EJZCZO24

pith:2025:EJZCZO244XDLH5J5LDXZQT7IZ4

not attested not anchored not stored refs pending

Big Data-Driven Fraud Detection Using Machine Learning and Real-Time Stream Processing

Chen Liu, Hengyu Tang, Ke Zhou, Sangwhan Cha, Zhixiao Yang

arxiv:2506.02008 v1 · 2025-05-27 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EJZCZO244XDLH5J5LDXZQT7IZ4}

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	2026-07-05T11:14:30.865035Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22722cbb5ce5c6b3f53d58ef984fe8cf22ef17de4a0e19164b90e6a779fc3749

Aliases

arxiv: 2506.02008 · arxiv_version: 2506.02008v1 · doi: 10.48550/arxiv.2506.02008 · pith_short_12: EJZCZO244XDL · pith_short_16: EJZCZO244XDLH5J5 · pith_short_8: EJZCZO24

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/EJZCZO244XDLH5J5LDXZQT7IZ4 \
  | 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: 22722cbb5ce5c6b3f53d58ef984fe8cf22ef17de4a0e19164b90e6a779fc3749

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f295867bbc27204b19eeb117ffc3206749252d2da54957542aac3d02bc06e80",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-05-27T14:45:16Z",
    "title_canon_sha256": "9fee820ff264c016818abe0772c496828bff6c9dcb10df18f27c5842500e9275"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02008",
    "kind": "arxiv",
    "version": 1
  }
}