Pith Number

pith:ADDDVPGW

pith:2024:ADDDVPGW5WG755MCDFPUEIARAJ

not attested not anchored not stored refs pending

Harnessing Large Language Models for Software Vulnerability Detection: A Comprehensive Benchmarking Study

Hayretdin Bahsi, Karl Tamberg

arxiv:2405.15614 v1 · 2024-05-24 · 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{ADDDVPGW5WG755MCDFPUEIARAJ}

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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.

Cited by

1 paper in Pith

Direction for Detection: A Survey of Automated Vulnerability Detection and all of its Pain Points

Receipt and verification

First computed	2026-07-05T10:13:26.374030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00c63abcd6ed8dfef582195f422011027eef53793acd3f73dbb472ee36042a94

Aliases

arxiv: 2405.15614 · arxiv_version: 2405.15614v1 · doi: 10.48550/arxiv.2405.15614 · pith_short_12: ADDDVPGW5WG7 · pith_short_16: ADDDVPGW5WG755MC · pith_short_8: ADDDVPGW

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/ADDDVPGW5WG755MCDFPUEIARAJ \
  | 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: 00c63abcd6ed8dfef582195f422011027eef53793acd3f73dbb472ee36042a94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03da9f1f6a01dfcdc80b7a960960fc96f940617ed0974da035690b460eae55d8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-24T14:59:19Z",
    "title_canon_sha256": "ae9994ea3ba888b30a33447dfa5dbdd69d036c8d62e5448203df1536c018741e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15614",
    "kind": "arxiv",
    "version": 1
  }
}