Pith Number

pith:WJHM7OKM

pith:2020:WJHM7OKMQGKFMQIRLH3IBVPHLY

not attested not anchored not stored refs pending

Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations

Akie Nakai, Akira Imakura, Anna Bogdanova, Tetsuya Sakurai, Yukihiko Okada

arxiv:2011.06803 v1 · 2020-11-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WJHM7OKMQGKFMQIRLH3IBVPHLY}

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.

Cited by

1 paper in Pith

Anomaly Detection in Double-entry Bookkeeping Data by Federated Learning System with Non-model Sharing Approach

Receipt and verification

First computed	2026-07-05T01:51:25.219944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b24ecfb94c819456411159f680d5e75e35e1aaa7a1a5ff7b3391814d9796853c

Aliases

arxiv: 2011.06803 · arxiv_version: 2011.06803v1 · doi: 10.48550/arxiv.2011.06803 · pith_short_12: WJHM7OKMQGKF · pith_short_16: WJHM7OKMQGKFMQIR · pith_short_8: WJHM7OKM

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/WJHM7OKMQGKFMQIRLH3IBVPHLY \
  | 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: b24ecfb94c819456411159f680d5e75e35e1aaa7a1a5ff7b3391814d9796853c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8476bb5503f4fff4be68a3ef4546a3eb974671a9250a920b8f44348b3036f95e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-13T08:12:00Z",
    "title_canon_sha256": "bf67450ebb59a2f1bea1fcd6d46128860e208c9cab2494080b922186560abbae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.06803",
    "kind": "arxiv",
    "version": 1
  }
}