Pith Number

pith:TLUHDFUO

pith:2025:TLUHDFUOI5FHFNDNDNUDCPGCN5

not attested not anchored not stored refs pending

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection

Chenjie Shen, Chun Zuo, Fengjun Zhang, Hang Yuan, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Lei Yu, Li Yang, Shiqi Cheng, Zhirong Huang

arxiv:2506.18245 v1 · 2025-06-23 · 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{TLUHDFUOI5FHFNDNDNUDCPGCN5}

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	2026-07-05T11:25:31.386740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ae871968e474a72b46d1b68313cc26f51da036e0db157e2cc0f4e3a7727208f

Aliases

arxiv: 2506.18245 · arxiv_version: 2506.18245v1 · doi: 10.48550/arxiv.2506.18245 · pith_short_12: TLUHDFUOI5FH · pith_short_16: TLUHDFUOI5FHFNDN · pith_short_8: TLUHDFUO

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/TLUHDFUOI5FHFNDNDNUDCPGCN5 \
  | 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: 9ae871968e474a72b46d1b68313cc26f51da036e0db157e2cc0f4e3a7727208f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82f898b5dfd1b11d2be2d5894121a08582d802a7afe56624dbf6a626d384d415",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-23T02:24:07Z",
    "title_canon_sha256": "9a688a461f78ea9c2568e7185c1edb8aa8885cc4aef46cb522f2e5d8b50ffad0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18245",
    "kind": "arxiv",
    "version": 1
  }
}