Pith Number

pith:GEBQNQP6

pith:2021:GEBQNQP6RF34UVCYH5ZXFTUENH

not attested not anchored not stored refs pending

ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection

Dai Quoc Nguyen, Dinh Phung, Quan Hung Tran, Trung Le, Van-Anh Nguyen, Van Nguyen

arxiv:2110.07317 v3 · 2021-10-14 · cs.LG · 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{GEBQNQP6RF34UVCYH5ZXFTUENH}

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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	2026-07-05T03:54:24.531920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

310306c1fe8977ca54583f7372ce8469dbcb88a94c063e546b9ffd0db5479968

Aliases

arxiv: 2110.07317 · arxiv_version: 2110.07317v3 · doi: 10.48550/arxiv.2110.07317 · pith_short_12: GEBQNQP6RF34 · pith_short_16: GEBQNQP6RF34UVCY · pith_short_8: GEBQNQP6

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/GEBQNQP6RF34UVCYH5ZXFTUENH \
  | 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: 310306c1fe8977ca54583f7372ce8469dbcb88a94c063e546b9ffd0db5479968

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9397b4d8a4ed91290f76f450cc722e933c2e53ea9e52dc561ae9f01a286c84b0",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-14T12:44:38Z",
    "title_canon_sha256": "c5d125c4e73db038c9ece561a821559a399504a33ea9f6b03cd515c01f2734eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.07317",
    "kind": "arxiv",
    "version": 3
  }
}