Pith Number

pith:4D35SJU6

pith:2025:4D35SJU6P6IMH6CLFOTR4QOMPH

not attested not anchored not stored refs pending

Metric Privacy in Federated Learning for Medical Imaging: Improving Convergence and Preventing Client Inference Attacks

\'Alvaro L\'opez Garc\'ia, Andreas Athanasiou, Catuscia Palamidessi, Judith S\'ainz-Pardo D\'iaz, Kangsoo Jung

arxiv:2502.01352 v1 · 2025-02-03 · 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{4D35SJU6P6IMH6CLFOTR4QOMPH}

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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

AI4EOSC: a Federated Cloud Platform for Artificial Intelligence in Scientific Research

Receipt and verification

First computed	2026-07-05T10:08:46.110128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0f7d9269e7f90c3f84b2ba71e41cc79d9fd7b14e12ffdc8fc6bba7abda57631

Aliases

arxiv: 2502.01352 · arxiv_version: 2502.01352v1 · doi: 10.48550/arxiv.2502.01352 · pith_short_12: 4D35SJU6P6IM · pith_short_16: 4D35SJU6P6IMH6CL · pith_short_8: 4D35SJU6

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/4D35SJU6P6IMH6CLFOTR4QOMPH \
  | 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: e0f7d9269e7f90c3f84b2ba71e41cc79d9fd7b14e12ffdc8fc6bba7abda57631

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a972b34cc4da2f9e70a14446948ce458c4c92c53d55daf779c4eeecbe3baed54",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-03T13:41:52Z",
    "title_canon_sha256": "59961adef649c5b33304a58a0a9ed41d3e790ac11963b1fb9aa22ea4464b6f90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01352",
    "kind": "arxiv",
    "version": 1
  }
}