Pith Number

pith:2FQXZCXG

pith:2025:2FQXZCXGZXLRG6S6NFA6CB3C6Q

not attested not anchored not stored refs pending

VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning

Ahmed Ayoub Bellachia, Mouhamed Amine Bouchiha, Mourad Rabah, Yacine Ghamri-Doudane

arxiv:2501.04319 v1 · 2025-01-08 · cs.CR · cs.DC · cs.ET · 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{2FQXZCXGZXLRG6S6NFA6CB3C6Q}

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.

Cited by

3 papers in Pith

Automated Byzantine-Resilient Clustered Decentralized Federated Learning for Battery Intelligence in Connected EVs

Receipt and verification

First computed	2026-07-05T09:58:33.276096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1617c8ae6cdd7137a5e6941e10762f40e4085a3484e29210120224aa857147e

Aliases

arxiv: 2501.04319 · arxiv_version: 2501.04319v1 · doi: 10.48550/arxiv.2501.04319 · pith_short_12: 2FQXZCXGZXLR · pith_short_16: 2FQXZCXGZXLRG6S6 · pith_short_8: 2FQXZCXG

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/2FQXZCXGZXLRG6S6NFA6CB3C6Q \
  | 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: d1617c8ae6cdd7137a5e6941e10762f40e4085a3484e29210120224aa857147e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b7fbe2a126edf3b13650584625775910718896dcf863cd52e96c02f1e7ffd64",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-08T07:32:54Z",
    "title_canon_sha256": "94e1d1710a372750eef03eed46fdb6a6a0e847dfe16dd47c4bb001d493cf53ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04319",
    "kind": "arxiv",
    "version": 1
  }
}