Pith Number

pith:IL7NCEDI

pith:2025:IL7NCEDI67FH5ELKQEJPY3TU36

not attested not anchored not stored refs pending

Leveraging Large Language Models and Machine Learning for Smart Contract Vulnerability Detection

Amani Altarawneh, Jesse Roberts, S M Mostaq Hossain

arxiv:2501.02229 v1 · 2025-01-04 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IL7NCEDI67FH5ELKQEJPY3TU36}

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.

Cited by

1 paper in Pith

Bastet: A Fine-Grained Expert-Labeled Dataset for DeFi Smart Contract Vulnerability Detection

Receipt and verification

First computed	2026-07-05T10:27:22.827068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42fed11068f7ca7e916a8112fc6e74dfaf32bbbbc3e13863fe352ba6a1c67de7

Aliases

arxiv: 2501.02229 · arxiv_version: 2501.02229v1 · doi: 10.48550/arxiv.2501.02229 · pith_short_12: IL7NCEDI67FH · pith_short_16: IL7NCEDI67FH5ELK · pith_short_8: IL7NCEDI

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/IL7NCEDI67FH5ELKQEJPY3TU36 \
  | 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: 42fed11068f7ca7e916a8112fc6e74dfaf32bbbbc3e13863fe352ba6a1c67de7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be614961aa0f875cad54f0646e9335cb70ca5e4ce4d81033ae182ae75678381a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-04T08:32:53Z",
    "title_canon_sha256": "cc3e348be8f6906a60993eae6b484c2aabb8a11bd95d050fa7c97fda50cff599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02229",
    "kind": "arxiv",
    "version": 1
  }
}