Pith Number

pith:JJPS6GTX

pith:2026:JJPS6GTX325ILM5DDOBSEIHQMJ

not attested not anchored not stored refs pending

IntraShuffler: A Privacy Preserving Framework for Heterogeneous DP Federated Learning

Farhin Farhad Riya, Jinyuan Stella Sun, Olivera Kotevska

arxiv:2606.02563 v1 · 2026-06-01 · cs.LG · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJPS6GTX325ILM5DDOBSEIHQMJ}

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	2026-06-02T03:05:10.208441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a5f2f1a77deba85b3a31b832220f06251c9a5331f3ff79201783a99d35cc4c6

Aliases

arxiv: 2606.02563 · arxiv_version: 2606.02563v1 · doi: 10.48550/arxiv.2606.02563 · pith_short_12: JJPS6GTX325I · pith_short_16: JJPS6GTX325ILM5D · pith_short_8: JJPS6GTX

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/JJPS6GTX325ILM5DDOBSEIHQMJ \
  | 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: 4a5f2f1a77deba85b3a31b832220f06251c9a5331f3ff79201783a99d35cc4c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4eb16c386b5cc71917bb4e689651d187dfdbf1913dde2d23d01b9b334052ee53",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T17:54:10Z",
    "title_canon_sha256": "386043ceec0d3973fe16d4a8d6df8dfecc224641f91dc5931306a3d1af806f4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02563",
    "kind": "arxiv",
    "version": 1
  }
}