Pith Number

pith:SE2WAOOU

pith:2025:SE2WAOOU6GVNAAVLEPLRANBC4D

not attested not anchored not stored refs pending

FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model

Md Jueal Mia, M. Hadi Amini

arxiv:2506.05640 v2 · 2025-06-06 · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SE2WAOOU6GVNAAVLEPLRANBC4D}

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	2026-05-20T01:04:54.771334Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91356039d4f1aad002ab23d7103422e0de17e5c680f665e2925d7c93d831d6b0

Aliases

arxiv: 2506.05640 · arxiv_version: 2506.05640v2 · doi: 10.48550/arxiv.2506.05640 · pith_short_12: SE2WAOOU6GVN · pith_short_16: SE2WAOOU6GVNAAVL · pith_short_8: SE2WAOOU

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/SE2WAOOU6GVNAAVLEPLRANBC4D \
  | 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: 91356039d4f1aad002ab23d7103422e0de17e5c680f665e2925d7c93d831d6b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99de3716f5a280407c00cd29eb05e332574655e56a33bc797162f5ad029e1ba9",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-06T00:05:05Z",
    "title_canon_sha256": "e0feab8226a6c65125ce22266d97baf020787e12ce4412fdb500023030c4b30a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05640",
    "kind": "arxiv",
    "version": 2
  }
}