Pith Number

pith:FGENB3IZ

pith:2023:FGENB3IZCWN2D52KHQHMKG3ONY

not attested not anchored not stored refs pending

FedSN: A Federated Learning Framework over Heterogeneous LEO Satellite Networks

Xianhao Chen, Xiong Wang, Yue Gao, Zhe Chen, Zheng Lin, Zihan Fang

arxiv:2311.01483 v5 · 2023-11-02 · cs.LG · cs.AI · 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{FGENB3IZCWN2D52KHQHMKG3ONY}

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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

When Secure Aggregation Falls Short: Achieving Long-Term Privacy in Asynchronous Federated Learning for LEO Satellite Networks

Receipt and verification

First computed	2026-07-05T09:22:14.711989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2988d0ed19159ba1f74a3c0ec51b6e6e011a0f6a818920b529e4e829cdb0da8f

Aliases

arxiv: 2311.01483 · arxiv_version: 2311.01483v5 · doi: 10.48550/arxiv.2311.01483 · pith_short_12: FGENB3IZCWN2 · pith_short_16: FGENB3IZCWN2D52K · pith_short_8: FGENB3IZ

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/FGENB3IZCWN2D52KHQHMKG3ONY \
  | 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: 2988d0ed19159ba1f74a3c0ec51b6e6e011a0f6a818920b529e4e829cdb0da8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f99d5b918d44a028d30bd2ca372c823623483e5cdbfb1d0f00e27ddd13d0e11",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-02T14:47:06Z",
    "title_canon_sha256": "aa6640af5a62172b7031006a221ad3249dc90081c9be84fa930f281e7d7632a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01483",
    "kind": "arxiv",
    "version": 5
  }
}