Pith Number

pith:FHAXG7UK

pith:2024:FHAXG7UKBYQFUNKPSFKGOHARWZ

not attested not anchored not stored refs pending

Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare Applications

Francesco Cremonesi, Lucia Innocenti, Marco Lorenzi, Marc Vesin, Melek \"Onen, Riccardo Taiello, Sergen Cansiz

arxiv:2409.00974 v1 · 2024-09-02 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FHAXG7UKBYQFUNKPSFKGOHARWZ}

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	2026-07-05T09:01:56.277154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29c1737e8a0e205a354f9154671c11b64ac2a24010eb76f1906be6642b3088fd

Aliases

arxiv: 2409.00974 · arxiv_version: 2409.00974v1 · doi: 10.48550/arxiv.2409.00974 · pith_short_12: FHAXG7UKBYQF · pith_short_16: FHAXG7UKBYQFUNKP · pith_short_8: FHAXG7UK

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/FHAXG7UKBYQFUNKPSFKGOHARWZ \
  | 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: 29c1737e8a0e205a354f9154671c11b64ac2a24010eb76f1906be6642b3088fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05b0b6d174942813d15363c8adc5bcac3236b948775dfff0646146d987572fd8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-02T06:43:22Z",
    "title_canon_sha256": "25852e65b63cb33faa966e03c6e464da6dc6735bbc253e68e284790bd29b7297"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00974",
    "kind": "arxiv",
    "version": 1
  }
}