Pith Number

pith:FMYNGZMN

pith:2026:FMYNGZMNQHYCCWYSDFLF2MXF5Y

not attested not anchored not stored refs pending

A Cybersecurity MLPS Large Language Model with Multi-Path Retrieval Fusion

Junyuan Ma, Liang Shen, Qian Li, Yifan Wan, Yining Hu, Yuan Zhang, Zhenyan Qi

arxiv:2607.24116 v1 · 2026-07-27 · 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{FMYNGZMNQHYCCWYSDFLF2MXF5Y}

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	2026-07-28T01:23:45.998461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b30d3658d81f0215b1219565d32e5ee06f95c11091fce6037d076278697f772

Aliases

arxiv: 2607.24116 · arxiv_version: 2607.24116v1 · doi: 10.48550/arxiv.2607.24116 · pith_short_12: FMYNGZMNQHYC · pith_short_16: FMYNGZMNQHYCCWYS · pith_short_8: FMYNGZMN

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/FMYNGZMNQHYCCWYSDFLF2MXF5Y \
  | 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: 2b30d3658d81f0215b1219565d32e5ee06f95c11091fce6037d076278697f772

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4eb5f6912059a3841cacce84ec0d2b70b48db85ddaa436882b312ec37f88663c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-27T07:57:28Z",
    "title_canon_sha256": "18ab7130beb13ce70b71a5b6870c09a8d9911691620097115c03ccb70af7268e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24116",
    "kind": "arxiv",
    "version": 1
  }
}