Pith Number

pith:KPLV5II2

pith:2023:KPLV5II2GFDIJGEMR2IC24TXJJ

not attested not anchored not stored refs pending

Synthcity: facilitating innovative use cases of synthetic data in different data modalities

Bogdan-Constantin Cebere, Mihaela van der Schaar, Zhaozhi Qian

arxiv:2301.07573 v1 · 2023-01-18 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPLV5II2GFDIJGEMR2IC24TXJJ}

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

6 papers in Pith

ReMIA: a Powerful and Efficient Alternative to Membership Inference Attacks against Synthetic Data Generators

Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms

Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data Generation

Quality Degradation Attack in Synthetic Data

GenTS: A Comprehensive Benchmark Library for Generative Time Series Models

Receipt and verification

First computed	2026-07-05T05:34:10.617928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53d75ea11a314684988c8e902d72774a5c034a50acf5704bae40947706a80718

Aliases

arxiv: 2301.07573 · arxiv_version: 2301.07573v1 · doi: 10.48550/arxiv.2301.07573 · pith_short_12: KPLV5II2GFDI · pith_short_16: KPLV5II2GFDIJGEM · pith_short_8: KPLV5II2

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/KPLV5II2GFDIJGEMR2IC24TXJJ \
  | 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: 53d75ea11a314684988c8e902d72774a5c034a50acf5704bae40947706a80718

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c79e4c1e9b4ea5bab1adee358396d8656ae68d368012e089cb631d97da47b431",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-18T14:49:54Z",
    "title_canon_sha256": "8e57024e7cc1104b61905299bd3ad1a9f5d482234191e604f32914bcf29b44bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.07573",
    "kind": "arxiv",
    "version": 1
  }
}