Pith Number

pith:72IMA6TN

pith:2025:72IMA6TNVQ46RX5AKWXBBB4HIL

not attested not anchored not stored refs pending

Reasoning with LLMs for Zero-Shot Vulnerability Detection

Arastoo Zibaeirad, Marco Vieira

arxiv:2503.17885 v1 · 2025-03-22 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{72IMA6TNVQ46RX5AKWXBBB4HIL}

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

2 papers in Pith

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards

Three Heads Are Better Than One: A Multi-perspective Reasoning Framework for Enhanced Vulnerability Detection

Receipt and verification

First computed	2026-07-05T10:37:57.839552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe90c07a6dac39e8dfa055ae10878742f9a02ce9b087bc6d1f0454727dc80a25

Aliases

arxiv: 2503.17885 · arxiv_version: 2503.17885v1 · doi: 10.48550/arxiv.2503.17885 · pith_short_12: 72IMA6TNVQ46 · pith_short_16: 72IMA6TNVQ46RX5A · pith_short_8: 72IMA6TN

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/72IMA6TNVQ46RX5AKWXBBB4HIL \
  | 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: fe90c07a6dac39e8dfa055ae10878742f9a02ce9b087bc6d1f0454727dc80a25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a255fde7de6a9bb2a4060dbb09f4b6f14dde0c13ba5ff11a1620cf78feeee0ff",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-22T23:59:17Z",
    "title_canon_sha256": "8b7790192b890a43a328197adc44e79136195f15e138699dab7c45d1025de6d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17885",
    "kind": "arxiv",
    "version": 1
  }
}