Pith Number

pith:CHFO7Z65

pith:2026:CHFO7Z65HQEBG37CGPVFUMJLVF

not attested not anchored not stored refs pending

Enhancing Reliability in LLM-Based Secure Code Generation

Ahmed Sabbah, David Mohaisen, Mohammad Alkhanafseh, Mohammed F. Kharma

arxiv:2605.24300 v1 · 2026-05-22 · cs.CR · cs.AI · 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{CHFO7Z65HQEBG37CGPVFUMJLVF}

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	2026-05-26T01:02:58.552663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11caefe7dd3c08136fe233ea5a312ba94791d4aace09ea3992af59998f2adeee

Aliases

arxiv: 2605.24300 · arxiv_version: 2605.24300v1 · doi: 10.48550/arxiv.2605.24300 · pith_short_12: CHFO7Z65HQEB · pith_short_16: CHFO7Z65HQEBG37C · pith_short_8: CHFO7Z65

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/CHFO7Z65HQEBG37CGPVFUMJLVF \
  | 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: 11caefe7dd3c08136fe233ea5a312ba94791d4aace09ea3992af59998f2adeee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "859c01fb1d240cfe25e7bf66c18fc9c8e842a1df262684886391286758141f90",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-22T23:58:56Z",
    "title_canon_sha256": "d2c344a79abe61d06fae04286003c0029eb6c0b079331426f19870f5fc30981e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24300",
    "kind": "arxiv",
    "version": 1
  }
}