Pith Number

pith:5ORNOZME

pith:2019:5ORNOZMEFASYU4AS4UBIMKUY27

not attested not anchored not stored refs pending

Distributed Layer-Partitioned Training for Privacy-Preserved Deep Learning

Chun-Hsien Yu, Chun-Nan Chou, Emily Chang

arxiv:1904.06049 v1 · 2019-04-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5ORNOZMEFASYU4AS4UBIMKUY27}

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	2026-05-17T23:48:44.400953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eba2d7658428258a7012e502862a98d7cee28405e0a55c0bef35fe49e6510c6a

Aliases

arxiv: 1904.06049 · arxiv_version: 1904.06049v1 · doi: 10.48550/arxiv.1904.06049 · pith_short_12: 5ORNOZMEFASY · pith_short_16: 5ORNOZMEFASYU4AS · pith_short_8: 5ORNOZME

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/5ORNOZMEFASYU4AS4UBIMKUY27 \
  | 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: eba2d7658428258a7012e502862a98d7cee28405e0a55c0bef35fe49e6510c6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28c006789865b9bb96ab21ae4bc3d5325858e7fe1bf937ce7210300f65731484",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-12T06:08:57Z",
    "title_canon_sha256": "9e555df19445528d69fb01e4f2b7740de6a94dbc4336d5835cccf4c5b52542b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.06049",
    "kind": "arxiv",
    "version": 1
  }
}