Pith Number

pith:XG2PE5DR

pith:2024:XG2PE5DR65RDRC2RV3673ILLQD

not attested not anchored not stored refs pending

Trust and Resilience in Federated Learning Through Smart Contracts Enabled Decentralized Systems

Jacopo D'Abramo, Lorenzo Cassano, Siraj Munir, Stefano Ferretti

arxiv:2407.06862 v1 · 2024-07-09 · cs.AI · 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{XG2PE5DR65RDRC2RV3673ILLQD}

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	2026-07-05T08:41:54.451408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9b4f27471f762388b51aefdfda16b80f79eb4c9ad0d1720bf9c213a7bd5aee9

Aliases

arxiv: 2407.06862 · arxiv_version: 2407.06862v1 · doi: 10.48550/arxiv.2407.06862 · pith_short_12: XG2PE5DR65RD · pith_short_16: XG2PE5DR65RDRC2R · pith_short_8: XG2PE5DR

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/XG2PE5DR65RDRC2RV3673ILLQD \
  | 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: b9b4f27471f762388b51aefdfda16b80f79eb4c9ad0d1720bf9c213a7bd5aee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b709387ddd2df64c934584d700703fd408694cfe63af8dab16eb6a7d5ee1408",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-09T13:50:32Z",
    "title_canon_sha256": "492c71c7fe91ed6875fa7046680f81dbcbd608fe089f0b679173aa84cbb281c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06862",
    "kind": "arxiv",
    "version": 1
  }
}