Pith Number

pith:7WGVFJLT

pith:2024:7WGVFJLTI6J7PRWSRASOZ5EOOS

not attested not anchored not stored refs pending

Enabling Privacy-preserving Model Evaluation in Federated Learning via Fully Homomorphic Encryption

Ali Burak \"Unal, Cem Ata Baykara, Mete Akg\"un

arxiv:2403.14428 v2 · 2024-03-21 · 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{7WGVFJLTI6J7PRWSRASOZ5EOOS}

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	2026-07-05T11:51:15.284825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd8d52a5734793f7c6d28824ecf48e74b41d02fbab4ca833a131820c967d613d

Aliases

arxiv: 2403.14428 · arxiv_version: 2403.14428v2 · doi: 10.48550/arxiv.2403.14428 · pith_short_12: 7WGVFJLTI6J7 · pith_short_16: 7WGVFJLTI6J7PRWS · pith_short_8: 7WGVFJLT

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/7WGVFJLTI6J7PRWSRASOZ5EOOS \
  | 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: fd8d52a5734793f7c6d28824ecf48e74b41d02fbab4ca833a131820c967d613d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80d4882f28d18cf1119da54924e7c08d5f08e4a4171b06576f0062da494ff710",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-21T14:36:55Z",
    "title_canon_sha256": "a9577cc5004b7477915bc2bdb9cbc34a4884b064d7a99601d1b14bafc111ede7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14428",
    "kind": "arxiv",
    "version": 2
  }
}