Pith. sign in
Pith Number

pith:VB4VKZES

pith:2023:VB4VKZESTGHBU66NYUQ7LNZLHP
not attested not anchored not stored refs pending

Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing

Bo Yuan, Jun Li, Kang Wei, Li Shen, Song Guo, Xueqian Wang, Yifan Shi

arxiv:2305.01387 v1 · 2023-05-02 · cs.DC · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VB4VKZESTGHBU66NYUQ7LNZLHP}

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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.
Receipt and verification
First computed 2026-07-05T06:06:25.286482Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a879556492998e1a7bcdc521f5b72b3bcf46d471efc748316a78a0968228b06d

Aliases

arxiv: 2305.01387 · arxiv_version: 2305.01387v1 · doi: 10.48550/arxiv.2305.01387 · pith_short_12: VB4VKZESTGHB · pith_short_16: VB4VKZESTGHBU66N · pith_short_8: VB4VKZES
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VB4VKZESTGHBU66NYUQ7LNZLHP \
  | 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: a879556492998e1a7bcdc521f5b72b3bcf46d471efc748316a78a0968228b06d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "418044945d784a172663da42be5de51007ea6640dd69fbc55e5f2f5f62fcba99",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-05-02T13:02:09Z",
    "title_canon_sha256": "1e5b8da1ca44a6cd03c9a5a330d492cc3493b230a69dcc32e6240438a732fb2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.01387",
    "kind": "arxiv",
    "version": 1
  }
}