Pith Number

pith:VCL33ZRG

pith:2025:VCL33ZRGEIM6K4M5N34KWAHUZG

not attested not anchored not stored refs pending

The Hidden Risks of LLM-Generated Web Application Code: A Security-Centric Evaluation of Code Generation Capabilities in Large Language Models

Deven Lunkad, Naziya Aslam, Sandeep Kumar Shukla, S. Venkatesan, Swaroop Dora

arxiv:2504.20612 v1 · 2025-04-29 · cs.CR · cs.AI · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VCL33ZRGEIM6K4M5N34KWAHUZG}

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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

Understanding the (In)Security of Vibe-Coded Applications

Receipt and verification

First computed	2026-07-05T10:55:45.553190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a897bde6262219e5719d6ef8ab00f4c9a8e7aef93613719afaf74921796250e9

Aliases

arxiv: 2504.20612 · arxiv_version: 2504.20612v1 · doi: 10.48550/arxiv.2504.20612 · pith_short_12: VCL33ZRGEIM6 · pith_short_16: VCL33ZRGEIM6K4M5 · pith_short_8: VCL33ZRG

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/VCL33ZRGEIM6K4M5N34KWAHUZG \
  | 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: a897bde6262219e5719d6ef8ab00f4c9a8e7aef93613719afaf74921796250e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b83cd525dc54163307358ec2a7ef72c0f73453e6ffe8103e1ddc4c99b49ba38e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-29T10:23:11Z",
    "title_canon_sha256": "c01ce698f01a17e7aaa7c44852f0382cd8530267c5d5de5fa5119d3375f96370"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20612",
    "kind": "arxiv",
    "version": 1
  }
}