Pith Number

pith:7OIXZMF4

pith:2019:7OIXZMF437FXITSK6DMOVF74KZ

not attested not anchored not stored refs pending

Differential Privacy-enabled Federated Learning for Sensitive Health Data

Amar Das, Aris Gkoulalas-Divanis, Grace Hsu, Issa Sylla, Olivia Choudhury, Theodoros Salonidis, Yoonyoung Park

arxiv:1910.02578 v3 · 2019-10-07 · 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{7OIXZMF437FXITSK6DMOVF74KZ}

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.

Cited by

1 paper in Pith

Agentic AI framework for End-to-End Medical Data Inference

Receipt and verification

First computed	2026-07-05T00:44:18.455709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb917cb0bcdfcb744e4af0d8ea97fc56597af0ea1379d5f7e36724fb59625eb5

Aliases

arxiv: 1910.02578 · arxiv_version: 1910.02578v3 · doi: 10.48550/arxiv.1910.02578 · pith_short_12: 7OIXZMF437FX · pith_short_16: 7OIXZMF437FXITSK · pith_short_8: 7OIXZMF4

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/7OIXZMF437FXITSK6DMOVF74KZ \
  | 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: fb917cb0bcdfcb744e4af0d8ea97fc56597af0ea1379d5f7e36724fb59625eb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "940039782d0d6584ad85c494358f50e75fede2ef45d1b8195d85b3690d10366d",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-07T02:10:30Z",
    "title_canon_sha256": "0dd95912f011aa6165bf9705c5189baa83be95cbffffcf8a481e570239e79447"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.02578",
    "kind": "arxiv",
    "version": 3
  }
}