Pith Number

pith:4ZA2YVUT

pith:2024:4ZA2YVUTBIUTISFCQ7MUZUOVJB

not attested not anchored not stored refs pending

Securing Health Data on the Blockchain: A Differential Privacy and Federated Learning Framework

Daniel Commey, Garth V. Crosby, Sena Hounsinou

arxiv:2405.11580 v1 · 2024-05-19 · cs.CR · cs.CY · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZA2YVUTBIUTISFCQ7MUZUOVJB}

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

A Bayesian Incentive Mechanism for Poison-Resilient Federated Learning

Receipt and verification

First computed	2026-07-05T08:20:41.902578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e641ac56930a293448a287d94cd1d54849621c85b6b7ead8fa51069d9627169c

Aliases

arxiv: 2405.11580 · arxiv_version: 2405.11580v1 · doi: 10.48550/arxiv.2405.11580 · pith_short_12: 4ZA2YVUTBIUT · pith_short_16: 4ZA2YVUTBIUTISFC · pith_short_8: 4ZA2YVUT

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/4ZA2YVUTBIUTISFCQ7MUZUOVJB \
  | 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: e641ac56930a293448a287d94cd1d54849621c85b6b7ead8fa51069d9627169c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a095215d37202d14408a84b704c9f2765a12a118c41dff29343f881918aad55",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-19T15:15:18Z",
    "title_canon_sha256": "4e0d775cd4e595e72b6660e65c7ada58aa6f5bcc6c0cf52adb1fd25875157d87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11580",
    "kind": "arxiv",
    "version": 1
  }
}