Pith Number

pith:EYWKZW5B

pith:2025:EYWKZW5B5TGKPF74H7J26BNRXI

not attested not anchored not stored refs pending

Evaluating Large Language Models in Vulnerability Detection Under Variable Context Windows

David Mohaisen, Jie Lin

arxiv:2502.00064 v1 · 2025-01-30 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EYWKZW5B5TGKPF74H7J26BNRXI}

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

A Quasi-Experimental Developer Study of Security Training in LLM-Assisted Web Application Development

Receipt and verification

First computed	2026-07-05T10:08:02.498623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

262cacdba1eccca797fc3fd3af05b1ba116deb29078c3ba839fb05dd9b837c60

Aliases

arxiv: 2502.00064 · arxiv_version: 2502.00064v1 · doi: 10.48550/arxiv.2502.00064 · pith_short_12: EYWKZW5B5TGK · pith_short_16: EYWKZW5B5TGKPF74 · pith_short_8: EYWKZW5B

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/EYWKZW5B5TGKPF74H7J26BNRXI \
  | 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: 262cacdba1eccca797fc3fd3af05b1ba116deb29078c3ba839fb05dd9b837c60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24a3c2cebbb9b96eb638973d71b65011c7682371003f142f50746763bc77237c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-30T20:44:46Z",
    "title_canon_sha256": "1e9ecfe9f37aecf39599b60ea4e85048c394f7fac810c0b6888f17cfba4c9074"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00064",
    "kind": "arxiv",
    "version": 1
  }
}