Pith Number

pith:IAGKQ6YF

pith:2025:IAGKQ6YFKHUH5CSRH5XTISQ7DA

not attested not anchored not stored refs pending

Secure Cluster-Based Hierarchical Federated Learning in Vehicular Networks

M. Saeid HaghighiFard, Sinem Coleri

arxiv:2505.01186 v1 · 2025-05-02 · cs.CR · cs.AI · cs.DC · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IAGKQ6YFKHUH5CSRH5XTISQ7DA}

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	2026-07-05T10:57:47.030420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

400ca87b0551e87e8a513f6f344a1f182c6d93df3c0c29c528c37b33bbf09d61

Aliases

arxiv: 2505.01186 · arxiv_version: 2505.01186v1 · doi: 10.48550/arxiv.2505.01186 · pith_short_12: IAGKQ6YFKHUH · pith_short_16: IAGKQ6YFKHUH5CSR · pith_short_8: IAGKQ6YF

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/IAGKQ6YFKHUH5CSRH5XTISQ7DA \
  | 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: 400ca87b0551e87e8a513f6f344a1f182c6d93df3c0c29c528c37b33bbf09d61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa5e5b556694b9495768da5760a651e80b60a52638e9943affcd52cbe3afd479",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-02T11:01:00Z",
    "title_canon_sha256": "eb5925aabe055340b8723c7bbb6778e309f16e41e59a80274506667ed0a449dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01186",
    "kind": "arxiv",
    "version": 1
  }
}