Pith Number

pith:3Y4LTHN6

pith:2023:3Y4LTHN6T26GFJF63M5P2EDMVO

not attested not anchored not stored refs pending

Privacy-preserving design of graph neural networks with applications to vertical federated learning

Lingjuan Lyu, Mingyang Zhang, Ruofan Wu, Tengfei Liu, Tianyi Zhang, Weiqiang Wang, Xiaolong Xu, Xinyi Fu, Xiuquan Hao

arxiv:2310.20552 v1 · 2023-10-31 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Y4LTHN6T26GFJF63M5P2EDMVO}

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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

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration

Receipt and verification

First computed	2026-07-05T07:07:32.021001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de38b99dbe9ebc62a4bedb3afd106cab860d12b0ea6f87dd339fdd07910d8ead

Aliases

arxiv: 2310.20552 · arxiv_version: 2310.20552v1 · doi: 10.48550/arxiv.2310.20552 · pith_short_12: 3Y4LTHN6T26G · pith_short_16: 3Y4LTHN6T26GFJF6 · pith_short_8: 3Y4LTHN6

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/3Y4LTHN6T26GFJF63M5P2EDMVO \
  | 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: de38b99dbe9ebc62a4bedb3afd106cab860d12b0ea6f87dd339fdd07910d8ead

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1384d1aa33a6772938201889b0e0f1e224ea12d819e45be57d6857281059e080",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-31T15:34:59Z",
    "title_canon_sha256": "1a8b37e12bcfed06740720b65b615af5e4e813f8a72b8bbdcaf8a1de333ad7a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20552",
    "kind": "arxiv",
    "version": 1
  }
}