Pith Number

pith:OZZORAHQ

pith:2024:OZZORAHQ27UVV5MY3NS3HXPKUC

not attested not anchored not stored refs pending

Gradient Inversion Attack on Graph Neural Networks

Athina Markopolou, Divya Anand Sinha, Ruijie Du, Yanning Shen, Yezi Liu

arxiv:2411.19440 v2 · 2024-11-29 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{OZZORAHQ27UVV5MY3NS3HXPKUC}

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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

Leaking Circuit Secrets: Gradient Leakage Attacks on Graph Neural Networks

Receipt and verification

First computed	2026-07-05T11:47:16.137049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7672e880f0d7e95af598db65b3ddeaa08c5c058b10f18d9fca0a900f12aa4d4c

Aliases

arxiv: 2411.19440 · arxiv_version: 2411.19440v2 · doi: 10.48550/arxiv.2411.19440 · pith_short_12: OZZORAHQ27UV · pith_short_16: OZZORAHQ27UVV5MY · pith_short_8: OZZORAHQ

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/OZZORAHQ27UVV5MY3NS3HXPKUC \
  | 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: 7672e880f0d7e95af598db65b3ddeaa08c5c058b10f18d9fca0a900f12aa4d4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3f42ae11e7f1afb1a3de0ea60c9a1268900b56ad6da7446df342baa273aa44e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-29T02:42:17Z",
    "title_canon_sha256": "34f615ada8dbe5785b081bfc773be5bff9c26800bc9682cdcea04c8ab7799a95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19440",
    "kind": "arxiv",
    "version": 2
  }
}