Pith Number

pith:2XYCSAYA

pith:2025:2XYCSAYA4CVQOXNJGKZZ6FPOX5

not attested not anchored not stored refs pending

Using LLMs for Security Advisory Investigations: How Far Are We?

Bayu Fedra Abdullah, Brittany Reid, Kazumasa Shimari, Kenichi Matsumoto, Raula Gaikovina Kula, Yusuf Sulistyo Nugroho

arxiv:2506.13161 v1 · 2025-06-16 · cs.CR · 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{2XYCSAYA4CVQOXNJGKZZ6FPOX5}

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	2026-07-05T11:22:06.046817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5f0290300e0ab075da932b39f15eebf5b24da252eb7fa37e2097b2fa712b508

Aliases

arxiv: 2506.13161 · arxiv_version: 2506.13161v1 · doi: 10.48550/arxiv.2506.13161 · pith_short_12: 2XYCSAYA4CVQ · pith_short_16: 2XYCSAYA4CVQOXNJ · pith_short_8: 2XYCSAYA

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/2XYCSAYA4CVQOXNJGKZZ6FPOX5 \
  | 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: d5f0290300e0ab075da932b39f15eebf5b24da252eb7fa37e2097b2fa712b508

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ad8c3b9e54dbaa9779f94d5201bf56a3530a0d86df8d66e1bd0626437c86795",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-16T07:17:34Z",
    "title_canon_sha256": "89836ac2e4b1b04d2222d3cadf61b02e191037b9042246a54b21ed06640017d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13161",
    "kind": "arxiv",
    "version": 1
  }
}