Pith Number

pith:Z5SLZSPI

pith:2019:Z5SLZSPIKDHBGXA7RLZLGRSSCD

not attested not anchored not stored refs pending

SecureBoost: A Lossless Federated Learning Framework

Dimitrios Papadopoulos, Kewei Cheng, Qiang Yang, Tao Fan, Tianjian Chen, Yang Liu, Yilun Jin

arxiv:1901.08755 v3 · 2019-01-25 · 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{Z5SLZSPIKDHBGXA7RLZLGRSSCD}

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

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps

Receipt and verification

First computed	2026-07-05T02:29:51.841907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf64bcc9e850ce135c1f8af2b3465210cee1d359e6f76e1a57a0344bede6bca4

Aliases

arxiv: 1901.08755 · arxiv_version: 1901.08755v3 · doi: 10.48550/arxiv.1901.08755 · pith_short_12: Z5SLZSPIKDHB · pith_short_16: Z5SLZSPIKDHBGXA7 · pith_short_8: Z5SLZSPI

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/Z5SLZSPIKDHBGXA7RLZLGRSSCD \
  | 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: cf64bcc9e850ce135c1f8af2b3465210cee1d359e6f76e1a57a0344bede6bca4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05fa34b3c538db15014eedd1df9b21fae0db1415068270da484cdcce5e89b7ba",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-25T06:53:11Z",
    "title_canon_sha256": "378d108ed3efcc8a11a03e3a4828ded102d46a10b28c8baa4812d30ea7080961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08755",
    "kind": "arxiv",
    "version": 3
  }
}