Pith Number

pith:UE56GXCS

pith:2024:UE56GXCSMUBLH4SBY7YN7MSYBB

not attested not anchored not stored refs pending

Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities

Azzam Mourad, Bassem Ouni, Hadi Otrok, Hoda Al khzaimi, Mohsen Guizani, Omar Abdel Wahab, Osama Wehbi, Sarhad Arisdakessian

arxiv:2405.00394 v1 · 2024-05-01 · cs.GT · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UE56GXCSMUBLH4SBY7YN7MSYBB}

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	2026-07-05T08:14:12.427798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a13be35c526502b3f241c7f0dfb258084d612d66b159c79dad3977df420d543f

Aliases

arxiv: 2405.00394 · arxiv_version: 2405.00394v1 · doi: 10.48550/arxiv.2405.00394 · pith_short_12: UE56GXCSMUBL · pith_short_16: UE56GXCSMUBLH4SB · pith_short_8: UE56GXCS

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/UE56GXCSMUBLH4SBY7YN7MSYBB \
  | 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: a13be35c526502b3f241c7f0dfb258084d612d66b159c79dad3977df420d543f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a5b9184d0f0b5072e0c50837cbdfcf4fef2d1fe4ca70a405c8e052068d1af2a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-05-01T08:49:22Z",
    "title_canon_sha256": "e5afdad304d3d943ec6467afa2884ef1c9430663afff047fb02d661a81b40738"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00394",
    "kind": "arxiv",
    "version": 1
  }
}