Pith Number

pith:SLRTQDIQ

pith:2024:SLRTQDIQYI4PKCIT6XS4YA6BE3

not attested not anchored not stored refs pending

Vul-LMGNNs: Fusing language models and online-distilled graph neural networks for code vulnerability detection

Fan Zhang, Haitao Xu, Jianguo Sun, Peiyue Li, Ruitong Liu, Yanbin Wang, Zhenhao Guo

arxiv:2404.14719 v2 · 2024-04-23 · 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{SLRTQDIQYI4PKCIT6XS4YA6BE3}

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	2026-07-05T10:36:24.989785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92e3380d10c238f50913f5e5cc03c126cba7d0a6f1bac20354f1218050c98e55

Aliases

arxiv: 2404.14719 · arxiv_version: 2404.14719v2 · doi: 10.48550/arxiv.2404.14719 · pith_short_12: SLRTQDIQYI4P · pith_short_16: SLRTQDIQYI4PKCIT · pith_short_8: SLRTQDIQ

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/SLRTQDIQYI4PKCIT6XS4YA6BE3 \
  | 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: 92e3380d10c238f50913f5e5cc03c126cba7d0a6f1bac20354f1218050c98e55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3debadf99d7f91a1e5041564064bac4cc4a4898dfea4a73b7094a562306d3e6e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-23T03:48:18Z",
    "title_canon_sha256": "8d00d2c738a578e500e088ce37ce5f7a7c7a9136b476f1e7c292189cf772001a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.14719",
    "kind": "arxiv",
    "version": 2
  }
}