Pith Number

pith:NF65IJN2

pith:2025:NF65IJN2V42L2TVQYDTO3OD7YS

not attested not anchored not stored refs pending

Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection

Liangliang Song, Yanbin Wang, Zhang Sheng

arxiv:2501.02032 v1 · 2025-01-03 · cs.CR · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NF65IJN2V42L2TVQYDTO3OD7YS}

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	2026-07-05T09:57:00.613704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

697dd425baaf34bd4eb0c0e6edb87fc48e0938bc336f905ab5bdfb93c4678c7f

Aliases

arxiv: 2501.02032 · arxiv_version: 2501.02032v1 · doi: 10.48550/arxiv.2501.02032 · pith_short_12: NF65IJN2V42L · pith_short_16: NF65IJN2V42L2TVQ · pith_short_8: NF65IJN2

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/NF65IJN2V42L2TVQYDTO3OD7YS \
  | 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: 697dd425baaf34bd4eb0c0e6edb87fc48e0938bc336f905ab5bdfb93c4678c7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3c13256363712c26efe695d15bb10a7986c6ef361b94073ccb5f0563ab40648",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-03T09:04:43Z",
    "title_canon_sha256": "b589506366c8c7ffdba0e30bbf39189d26df6d97c8fae9c2013c1cf7b4eb683a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02032",
    "kind": "arxiv",
    "version": 1
  }
}