Pith Number

pith:SN5Z7Y3L

pith:2025:SN5Z7Y3LRRSAJ2FPRJHGSP7P57

not attested not anchored not stored refs pending

LMAE4Eth: Generalizable and Robust Ethereum Fraud Detection by Exploring Transaction Semantics and Masked Graph Embedding

Jianguo Sun, Peng Qian, Yanbin Wang, Ye Tian, Yifan Jia

arxiv:2509.03939 v1 · 2025-09-04 · cs.CR · 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{SN5Z7Y3LRRSAJ2FPRJHGSP7P57}

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	2026-07-05T12:04:50.142992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

937b9fe36b8c6404e8af8a4e693fefefdc8970aa13c1cdcc35b3591d0c79c885

Aliases

arxiv: 2509.03939 · arxiv_version: 2509.03939v1 · doi: 10.48550/arxiv.2509.03939 · pith_short_12: SN5Z7Y3LRRSA · pith_short_16: SN5Z7Y3LRRSAJ2FP · pith_short_8: SN5Z7Y3L

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/SN5Z7Y3LRRSAJ2FPRJHGSP7P57 \
  | 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: 937b9fe36b8c6404e8af8a4e693fefefdc8970aa13c1cdcc35b3591d0c79c885

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1de586e0a416b00e30d2d33b6aacfd75e5e9f9e1281edeafc4ebb89d8d38f777",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-09-04T06:56:32Z",
    "title_canon_sha256": "78979e8cc618bd2c09683542d00f86e1c23161e825a459eb8078eb6cc4fd4ed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.03939",
    "kind": "arxiv",
    "version": 1
  }
}