Pith Number

pith:CMVHOB62

pith:2020:CMVHOB62GPASMH5JYDQKU3CRMV

not attested not anchored not stored refs pending

BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning

Lalana Kagal, Ravi Rahman, Vaikkunth Mugunthan

arxiv:2007.03856 v1 · 2020-07-08 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMVHOB62GPASMH5JYDQKU3CRMV}

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

1 paper in Pith

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning

Receipt and verification

First computed	2026-07-05T01:17:09.971702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132a7707da33c1261fa9c0e0aa6c51656bd344b73c0163f689d2a2de3dd20601

Aliases

arxiv: 2007.03856 · arxiv_version: 2007.03856v1 · doi: 10.48550/arxiv.2007.03856 · pith_short_12: CMVHOB62GPAS · pith_short_16: CMVHOB62GPASMH5J · pith_short_8: CMVHOB62

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/CMVHOB62GPASMH5JYDQKU3CRMV \
  | 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: 132a7707da33c1261fa9c0e0aa6c51656bd344b73c0163f689d2a2de3dd20601

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b1c15588ffc92ebb45bd4db60333c301cd6899fabbee2d6d423df70ef5af397",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-08T02:24:26Z",
    "title_canon_sha256": "eb50f15b091e3640f159c74da47158e03f786804118950a3240519620d17bc1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.03856",
    "kind": "arxiv",
    "version": 1
  }
}