Pith Number

pith:KM56GJNL

pith:2021:KM56GJNLF5PJRJJAGTK6QZAXBO

not attested not anchored not stored refs pending

SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree

Guoqiang Ma, Lixin Fan, Qiang Yang, Tao Fan, Weijing Chen, Yan Kang

arxiv:2110.10927 v5 · 2021-10-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KM56GJNLF5PJRJJAGTK6QZAXBO}

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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

Networked Information Aggregation for Binary Classification

Receipt and verification

First computed	2026-07-05T08:34:00.077945Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

533be325ab2f5e98a52034d5e864170b9e5f6ca1604a4c549c24cbcc3b4ce48c

Aliases

arxiv: 2110.10927 · arxiv_version: 2110.10927v5 · doi: 10.48550/arxiv.2110.10927 · pith_short_12: KM56GJNLF5PJ · pith_short_16: KM56GJNLF5PJRJJA · pith_short_8: KM56GJNL

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/KM56GJNLF5PJRJJAGTK6QZAXBO \
  | 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: 533be325ab2f5e98a52034d5e864170b9e5f6ca1604a4c549c24cbcc3b4ce48c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fccbc7a92664c5e01f23b087f1cca8237c3571cfa3aa160b710564e3644705e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-21T06:49:10Z",
    "title_canon_sha256": "3efec2bd97688eee2546d85231e5260f9983b1bb04a40129786925054abc42d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.10927",
    "kind": "arxiv",
    "version": 5
  }
}