Pith Number

pith:3IGHY25O

pith:2025:3IGHY25OW42D4H43P4L447Y7ZA

not attested not anchored not stored refs pending

Leveraging Large Language Models for Command Injection Vulnerability Analysis in Python: An Empirical Study on Popular Open-Source Projects

Jingshu Chen, Qingyang Wang, Yuxuan Wang

arxiv:2505.15088 v1 · 2025-05-21 · 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{3IGHY25OW42D4H43P4L447Y7ZA}

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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

LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle

Receipt and verification

First computed	2026-07-05T11:06:56.514882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da0c7c6baeb7343e1f9b7f17ce7f1fc83320582fd28e650734aa3528aaa5d76c

Aliases

arxiv: 2505.15088 · arxiv_version: 2505.15088v1 · doi: 10.48550/arxiv.2505.15088 · pith_short_12: 3IGHY25OW42D · pith_short_16: 3IGHY25OW42D4H43 · pith_short_8: 3IGHY25O

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/3IGHY25OW42D4H43P4L447Y7ZA \
  | 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: da0c7c6baeb7343e1f9b7f17ce7f1fc83320582fd28e650734aa3528aaa5d76c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7de6965287428a5df876b5edd974e0bc6665bfccd491579248fd5022eb62f0ed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-05-21T04:14:35Z",
    "title_canon_sha256": "f1d30d390674af364eb05c4245748d72d3d22d160f27f94a3f8533725d33f547"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15088",
    "kind": "arxiv",
    "version": 1
  }
}