Pith Number

pith:OMNULYTA

pith:2025:OMNULYTANHOTXZW2KTKSRKWOXV

not attested not anchored not stored refs pending

Privacy-Preserving Quantized Federated Learning with Diverse Precision

Dang Qua Nguyen, David J. Love, Erik Perrins, Morteza Hashemi, Sergiy A. Vorobyov, Taejoon Kim

arxiv:2507.00920 v2 · 2025-07-01 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OMNULYTANHOTXZW2KTKSRKWOXV}

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	2026-07-05T11:31:09.107932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

731b45e26069dd3be6da54d528aacebd7faa3266b7778eb63f018d8c5269f362

Aliases

arxiv: 2507.00920 · arxiv_version: 2507.00920v2 · doi: 10.48550/arxiv.2507.00920 · pith_short_12: OMNULYTANHOT · pith_short_16: OMNULYTANHOTXZW2 · pith_short_8: OMNULYTA

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/OMNULYTANHOTXZW2KTKSRKWOXV \
  | 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: 731b45e26069dd3be6da54d528aacebd7faa3266b7778eb63f018d8c5269f362

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88a6f764dabc16d5643e7d0a8774bad05c0fac29536eddf929b1d4d82d96cf5f",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-01T16:26:20Z",
    "title_canon_sha256": "49e8659453e565528690e2d48f4f4e6d718b5a996a104d290cfa9992e69484b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00920",
    "kind": "arxiv",
    "version": 2
  }
}