Pith Number

pith:XRKQOIZ3

pith:2024:XRKQOIZ3VEOFEY6SUVKTCBT3JC

not attested not anchored not stored refs pending

From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting

Alsharif Abuadbba, Bushra Sabir, Kristen Moore, Seung Ick Jang, Shigang Liu, Surya Nepal, Yansong Gao, Yuval Kansal

arxiv:2410.14321 v1 · 2024-10-18 · cs.CR · cs.PL · 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{XRKQOIZ3VEOFEY6SUVKTCBT3JC}

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

Enhancing Reliability in LLM-Based Secure Code Generation

Receipt and verification

First computed	2026-07-05T09:22:30.829899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc5507233ba91c5263d2a55531067b48990e2fa8fd4b14efa8f3545ee69797f8

Aliases

arxiv: 2410.14321 · arxiv_version: 2410.14321v1 · doi: 10.48550/arxiv.2410.14321 · pith_short_12: XRKQOIZ3VEOF · pith_short_16: XRKQOIZ3VEOFEY6S · pith_short_8: XRKQOIZ3

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/XRKQOIZ3VEOFEY6SUVKTCBT3JC \
  | 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: bc5507233ba91c5263d2a55531067b48990e2fa8fd4b14efa8f3545ee69797f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fb14071c691c94de9c9c2a942a182a16be901b23afa2f642d7694ff3bfeb160",
    "cross_cats_sorted": [
      "cs.PL",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-18T09:32:08Z",
    "title_canon_sha256": "ad281db609c65ab096aa05103bde8aac14b2855acf84209cda8ea57d9cc57c04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14321",
    "kind": "arxiv",
    "version": 1
  }
}