Pith Number

pith:QG3SGREX

pith:2023:QG3SGREXB2KBN7ECPH4EQWM6VQ

not attested not anchored not stored refs pending

Privacy and Efficiency of Communications in Federated Split Learning

Andrea Pinto, Flavio Esposito, Ibrahim Matta, Valeria Turina, Zongshun Zhang

arxiv:2301.01824 v2 · 2023-01-04 · 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{QG3SGREXB2KBN7ECPH4EQWM6VQ}

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	2026-07-05T05:31:19.937712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81b72344970e9416fc8279f848599eac3bf8359add05c21e347f60dbe1cdecff

Aliases

arxiv: 2301.01824 · arxiv_version: 2301.01824v2 · doi: 10.48550/arxiv.2301.01824 · pith_short_12: QG3SGREXB2KB · pith_short_16: QG3SGREXB2KBN7EC · pith_short_8: QG3SGREX

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/QG3SGREXB2KBN7ECPH4EQWM6VQ \
  | 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: 81b72344970e9416fc8279f848599eac3bf8359add05c21e347f60dbe1cdecff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9ea7857908e35990c552f43fd3ef90f11592b94fb3db45fc8cc15065f77d6b8",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-04T21:16:55Z",
    "title_canon_sha256": "fe4a841beffd76a96d59b136a9a62515b9f26bc8345114eec5ae0a4adac27940"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.01824",
    "kind": "arxiv",
    "version": 2
  }
}