Pith Number

pith:UTD732CQ

pith:2020:UTD732CQZT6YD32EITU5GXBVO7

not attested not anchored not stored refs pending

PrivacyFL: A simulator for privacy-preserving and secure federated learning

Anton Peraire-Bueno, Lalana Kagal, Vaikkunth Mugunthan

arxiv:2002.08423 v2 · 2020-02-19 · cs.LG · cs.CR · cs.DC · 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{UTD732CQZT6YD32EITU5GXBVO7}

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

Receipt and verification

First computed	2026-07-05T02:25:17.290045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4c7fde850ccfd81ef4444e9d35c3577e0261530b7c6484b126c39dccc7b9c4a

Aliases

arxiv: 2002.08423 · arxiv_version: 2002.08423v2 · doi: 10.48550/arxiv.2002.08423 · pith_short_12: UTD732CQZT6Y · pith_short_16: UTD732CQZT6YD32E · pith_short_8: UTD732CQ

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/UTD732CQZT6YD32EITU5GXBVO7 \
  | 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: a4c7fde850ccfd81ef4444e9d35c3577e0261530b7c6484b126c39dccc7b9c4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a20dd7127d253503275f1a90c9919309b429703c2763603d179509ce853f59e",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-19T20:16:13Z",
    "title_canon_sha256": "87d6e040261a8dd447fd9d397ed2f66298d532739e5d3eda814125ed9e57eefa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.08423",
    "kind": "arxiv",
    "version": 2
  }
}