Pith Number

pith:QHVCDPLZ

pith:2025:QHVCDPLZQ272RQDZMKIQQFSW6C

not attested not anchored not stored refs pending

Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Dong In Kim, Jiacheng Wang, Jiqiang Liu, Ruichen Zhang, Shiwen Mao, Shuang Tian, Tao Zhang, Weiting Zhang, Xiaoqiang Zhu, Xuangou Wu, Zhenhui Yuan

arxiv:2504.15622 v2 · 2025-04-22 · 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{QHVCDPLZQ272RQDZMKIQQFSW6C}

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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

From Incomplete Architecture to Quantified Risk: Multimodal LLM-Driven Security Assessment for Cyber-Physical Systems

Receipt and verification

First computed	2026-07-05T10:54:47.470530Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81ea21bd7986bfa8c0796291081656f0865d66ebcdcdf898cddca68504eb9f08

Aliases

arxiv: 2504.15622 · arxiv_version: 2504.15622v2 · doi: 10.48550/arxiv.2504.15622 · pith_short_12: QHVCDPLZQ272 · pith_short_16: QHVCDPLZQ272RQDZ · pith_short_8: QHVCDPLZ

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/QHVCDPLZQ272RQDZMKIQQFSW6C \
  | 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: 81ea21bd7986bfa8c0796291081656f0865d66ebcdcdf898cddca68504eb9f08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed9cdc1b0f826bf2dc2c66554016b22307f21fcae17b9cbd62b81f3618fa4f7a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-22T06:28:08Z",
    "title_canon_sha256": "587ca79622113db791e693ddee43e853ed68bc1cb500058974a1decbd501bf4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15622",
    "kind": "arxiv",
    "version": 2
  }
}