Pith Number

pith:CMBWVRAK

pith:2020:CMBWVRAK6WPKBIGC2TZ6KUVLEP

not attested not anchored not stored refs pending

Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare

Aniruddha Pant, Arvind C S, Ashrika Gaikwad, Bhanu Prakash KN, Harshit Madaan, Manish Gawali, Shriya Suryavanshi, Viraj Kulkarni

arxiv:2012.12591 v1 · 2020-12-23 · cs.LG · 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{CMBWVRAK6WPKBIGC2TZ6KUVLEP}

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	2026-07-05T02:01:37.914281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13036ac40af59ea0a0c2d4f3e552ab23c6d0ae93871afea44eab592538f98a62

Aliases

arxiv: 2012.12591 · arxiv_version: 2012.12591v1 · doi: 10.48550/arxiv.2012.12591 · pith_short_12: CMBWVRAK6WPK · pith_short_16: CMBWVRAK6WPKBIGC · pith_short_8: CMBWVRAK

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/CMBWVRAK6WPKBIGC2TZ6KUVLEP \
  | 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: 13036ac40af59ea0a0c2d4f3e552ab23c6d0ae93871afea44eab592538f98a62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63365848f2f4b90faf7ce97baa8a558dbad2b3db7fd07c6003bf13a92aa698e9",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-23T10:45:52Z",
    "title_canon_sha256": "b8f0dc27547f82e011fd6f27da9174cde0018317ddfbfa21baeb9eb59a8a8284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.12591",
    "kind": "arxiv",
    "version": 1
  }
}