Pith Number

pith:QLTWNGH6

pith:2022:QLTWNGH6ZJVJL6VMOKIGFIEWC7

not attested not anchored not stored refs pending

DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder

Bert Arnrich, Bjarne Pfitzner

arxiv:2211.11591 v1 · 2022-11-21 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QLTWNGH6ZJVJL6VMOKIGFIEWC7}

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	2026-07-05T05:17:55.555402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82e76698feca6a95faac729062a09617e94ddd991cc71068cb04da0c18f19a9e

Aliases

arxiv: 2211.11591 · arxiv_version: 2211.11591v1 · doi: 10.48550/arxiv.2211.11591 · pith_short_12: QLTWNGH6ZJVJ · pith_short_16: QLTWNGH6ZJVJL6VM · pith_short_8: QLTWNGH6

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/QLTWNGH6ZJVJL6VMOKIGFIEWC7 \
  | 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: 82e76698feca6a95faac729062a09617e94ddd991cc71068cb04da0c18f19a9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bfe82de4f77f97b85f1f14d08763b3b8adc6a10697cc13581c24f2678d86894",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-21T15:45:15Z",
    "title_canon_sha256": "5109056a858876278a534ea1a043a371fcd6c29c6ea02d40b8b83ee886c8f868"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.11591",
    "kind": "arxiv",
    "version": 1
  }
}