Pith Number

pith:6YQ6T6PQ

pith:2022:6YQ6T6PQPSE62PLKZXOLYBAR22

not attested not anchored not stored refs pending

Differentially Private Vertical Federated Learning

Ming Ding, Thilina Ranbaduge

arxiv:2211.06782 v1 · 2022-11-13 · cs.LG · cs.CR · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6YQ6T6PQPSE62PLKZXOLYBAR22}

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

Event-Driven Online Vertical Federated Learning

Receipt and verification

First computed	2026-07-05T05:15:45.443109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f621e9f9f07c89ed3d6acddcbc0411d683b0ba632aa854b80622e543b7cfced1

Aliases

arxiv: 2211.06782 · arxiv_version: 2211.06782v1 · doi: 10.48550/arxiv.2211.06782 · pith_short_12: 6YQ6T6PQPSE6 · pith_short_16: 6YQ6T6PQPSE62PLK · pith_short_8: 6YQ6T6PQ

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/6YQ6T6PQPSE62PLKZXOLYBAR22 \
  | 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: f621e9f9f07c89ed3d6acddcbc0411d683b0ba632aa854b80622e543b7cfced1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "025acf24889ebe5441e9d28cebe2aa2bc75b88c72dd3ef7fad0aa3ecdb99cb7a",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-13T01:24:38Z",
    "title_canon_sha256": "ca5d2921729803793fe3a3c357d75dcc993a9fc184f8b3618e47204ca48d8bae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06782",
    "kind": "arxiv",
    "version": 1
  }
}