Pith Number

pith:JYMN34SK

pith:2019:JYMN34SKEDOUKIDNMQEBPOGAHO

not attested not anchored not stored refs pending

Federated Learning with Bayesian Differential Privacy

Aleksei Triastcyn, Boi Faltings

arxiv:1911.10071 v1 · 2019-11-22 · 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{JYMN34SKEDOUKIDNMQEBPOGAHO}

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.

Receipt and verification

First computed	2026-07-05T00:50:26.474183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e18ddf24a20dd45206d640817b8c03b963349945018971b55813f4ce63ca075

Aliases

arxiv: 1911.10071 · arxiv_version: 1911.10071v1 · doi: 10.48550/arxiv.1911.10071 · pith_short_12: JYMN34SKEDOU · pith_short_16: JYMN34SKEDOUKIDN · pith_short_8: JYMN34SK

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/JYMN34SKEDOUKIDNMQEBPOGAHO \
  | 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: 4e18ddf24a20dd45206d640817b8c03b963349945018971b55813f4ce63ca075

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "112249ad41acf5dac3c6a659481a28e733c101e71db978a46894755811c6b3b2",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-22T14:54:04Z",
    "title_canon_sha256": "c59adb0434e70e5c842159f83cceda14cc38c9a520deeee8a78fddcb3331c25d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.10071",
    "kind": "arxiv",
    "version": 1
  }
}