Pith Number

pith:E5LKBRQA

pith:2021:E5LKBRQABCMARBWR3JWXJ4H4HZ

not attested not anchored not stored refs pending

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

Jiahuan Luo, Qiang Yang, Yan Kang, Yuanqin He, Yuezhou Wu

arxiv:2111.08211 v3 · 2021-11-16 · 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{E5LKBRQABCMARBWR3JWXJ4H4HZ}

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

FedGMI: Generative Model-Driven Federated Learning for Probabilistic Mixture Inference

Receipt and verification

First computed	2026-07-05T08:40:50.545770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2756a0c60008980886d1da6d74f0fc3e6310936688ee8f529e538feaaf5c8c56

Aliases

arxiv: 2111.08211 · arxiv_version: 2111.08211v3 · doi: 10.48550/arxiv.2111.08211 · pith_short_12: E5LKBRQABCMA · pith_short_16: E5LKBRQABCMARBWR · pith_short_8: E5LKBRQA

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/E5LKBRQABCMARBWR3JWXJ4H4HZ \
  | 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: 2756a0c60008980886d1da6d74f0fc3e6310936688ee8f529e538feaaf5c8c56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89758d38a9720889180da7907d8be8977489f1b64ffb4edde19199680b0f34a7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-16T03:20:37Z",
    "title_canon_sha256": "9b34de3004568853511a37a375e8d06f5b064243c1d76241756731ed3755b173"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.08211",
    "kind": "arxiv",
    "version": 3
  }
}