Pith Number

pith:QOBWX52Z

pith:2024:QOBWX52Z5ZVO4N2PYOFIN4MQQS

not attested not anchored not stored refs pending

Bayes' capacity as a measure for reconstruction attacks in federated learning

Annabelle McIver, Catuscia Palamidessi, Mark Dras, Natasha Fernandes, Parastoo Sadeghi, Pedro Faustini, Sayan Biswas

arxiv:2406.13569 v1 · 2024-06-19 · cs.LG · cs.AI · cs.CR · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QOBWX52Z5ZVO4N2PYOFIN4MQQS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:34:31.861567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83836bf759ee6aee374fc38a86f19084b40b237fcce26ffcd2534fc6d497abac

Aliases

arxiv: 2406.13569 · arxiv_version: 2406.13569v1 · doi: 10.48550/arxiv.2406.13569 · pith_short_12: QOBWX52Z5ZVO · pith_short_16: QOBWX52Z5ZVO4N2P · pith_short_8: QOBWX52Z

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/QOBWX52Z5ZVO4N2PYOFIN4MQQS \
  | 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: 83836bf759ee6aee374fc38a86f19084b40b237fcce26ffcd2534fc6d497abac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afd5a61f2eaa80492b68c38d117fe33b19d4eeb46277f954b0ab3f16b01c0b8f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-19T13:58:42Z",
    "title_canon_sha256": "1ea2625be6066ec908508912d7cf76542d8b60ebb2b77590739eca5cf8d3ad4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13569",
    "kind": "arxiv",
    "version": 1
  }
}