Pith Number

pith:5L7LDLOI

pith:2023:5L7LDLOIZX6DQ67G74PF2SWXQV

not attested not anchored not stored refs pending

A Survey for Federated Learning Evaluations: Goals and Measures

Di Chai, Junxue Zhang, Kai Chen, Leye Wang, Liu Yang, Qiang Yang

arxiv:2308.11841 v2 · 2023-08-23 · cs.LG · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5L7LDLOIZX6DQ67G74PF2SWXQV}

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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

Securing Genomic Data Against Inference Attacks in Federated Learning Environments

Receipt and verification

First computed	2026-07-05T07:59:52.478973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eafeb1adc8cdfc387be6ff1e5d4ad785586078795743c130ece369c772d4b47f

Aliases

arxiv: 2308.11841 · arxiv_version: 2308.11841v2 · doi: 10.48550/arxiv.2308.11841 · pith_short_12: 5L7LDLOIZX6D · pith_short_16: 5L7LDLOIZX6DQ67G · pith_short_8: 5L7LDLOI

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/5L7LDLOIZX6DQ67G74PF2SWXQV \
  | 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: eafeb1adc8cdfc387be6ff1e5d4ad785586078795743c130ece369c772d4b47f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecf37b22199f3ea239a63d09f6608ac52ae0adeb4346157cf9c93dbcfc4a9819",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-23T00:17:51Z",
    "title_canon_sha256": "5fb64b0ac47d6b5ada81d105df1b7f91f64e9221bd75f22be2e6dd43abcefa1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11841",
    "kind": "arxiv",
    "version": 2
  }
}