Pith Number

pith:Y5LD2PZQ

pith:2022:Y5LD2PZQNNGLQR2POZNXBX6DDL

not attested not anchored not stored refs pending

LineVD: Statement-level Vulnerability Detection using Graph Neural Networks

Andrey Kan, David Hin, Huaming Chen, M. Ali Babar

arxiv:2203.05181 v2 · 2022-03-10 · cs.CR · 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{Y5LD2PZQNNGLQR2POZNXBX6DDL}

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	2026-07-05T04:08:29.211888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7563d3f306b4cb8474f765b70dfc31acba72bb286b155efb6a2f3922161dd34

Aliases

arxiv: 2203.05181 · arxiv_version: 2203.05181v2 · doi: 10.48550/arxiv.2203.05181 · pith_short_12: Y5LD2PZQNNGL · pith_short_16: Y5LD2PZQNNGLQR2P · pith_short_8: Y5LD2PZQ

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/Y5LD2PZQNNGLQR2POZNXBX6DDL \
  | 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: c7563d3f306b4cb8474f765b70dfc31acba72bb286b155efb6a2f3922161dd34

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37a5cda93458ccadbbb42868842176fb802bca4553abaeeaed41156384a6f351",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-03-10T06:24:15Z",
    "title_canon_sha256": "59d9ad830732bf008e6d667db7ea0fb0010b581f98dce4f9a25f20017a756f70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05181",
    "kind": "arxiv",
    "version": 2
  }
}