Pith Number

pith:7OJ2TQLR

pith:2026:7OJ2TQLRNOQBTYSEXYFPO2F3FP

not attested not anchored not stored refs pending

Security of LLM-generated Code: A Comparative Analysis

Hala Assal, Mahmoud Selim, Srivathsan G Morkonda

arxiv:2605.23091 v1 · 2026-05-21 · cs.SE · cs.AI · 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{7OJ2TQLRNOQBTYSEXYFPO2F3FP}

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	2026-05-25T02:01:37.897148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb93a9c1716ba019e244be0af768bb2bf46dca4724d0a15d32a4dd95c6821b9e

Aliases

arxiv: 2605.23091 · arxiv_version: 2605.23091v1 · doi: 10.48550/arxiv.2605.23091 · pith_short_12: 7OJ2TQLRNOQB · pith_short_16: 7OJ2TQLRNOQBTYSE · pith_short_8: 7OJ2TQLR

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/7OJ2TQLRNOQBTYSEXYFPO2F3FP \
  | 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: fb93a9c1716ba019e244be0af768bb2bf46dca4724d0a15d32a4dd95c6821b9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37d75094e6ffec3ad9324a480ee017f2df7ca5f3c3b11ef98e25245b113e383c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-21T22:53:40Z",
    "title_canon_sha256": "184414a4b67b756b5fb389a355348b3bd291637fcfda381e8bb51e1f34dc3615"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23091",
    "kind": "arxiv",
    "version": 1
  }
}