Pith Number

pith:5I5HETH6

pith:2024:5I5HETH653R6VYB5HZTSBJH6Y7

not attested not anchored not stored refs pending

Comprehensive Exploration of Synthetic Data Generation: A Survey

Andr\'e Bauer, Ian Foster, Kyle Chard, Mark Leznik, Michael Stenger, Robert Leppich, Samuel Kounev, Simon Trapp

arxiv:2401.02524 v2 · 2024-01-04 · cs.LG · cs.AI · 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{5I5HETH653R6VYB5HZTSBJH6Y7}

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

Quantifying the Privacy of Counterfactuals by Leveraging Membership Inference Attacks Against Synthetic Data

Quality Degradation Attack in Synthetic Data

PuckTrick: A Library for Making Synthetic Data More Realistic

Robust Spectral Watermark for Synthetic Tabular Data

Scaling Synthetic Data Creation with 1,000,000,000 Personas

Receipt and verification

First computed	2026-07-05T07:40:26.125034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea3a724cfeeee3eae03d3e6720a4fec7e626e2d96131c2936ac9a02249609bfc

Aliases

arxiv: 2401.02524 · arxiv_version: 2401.02524v2 · doi: 10.48550/arxiv.2401.02524 · pith_short_12: 5I5HETH653R6 · pith_short_16: 5I5HETH653R6VYB5 · pith_short_8: 5I5HETH6

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/5I5HETH653R6VYB5HZTSBJH6Y7 \
  | 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: ea3a724cfeeee3eae03d3e6720a4fec7e626e2d96131c2936ac9a02249609bfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc2237eb6555d8782944e0792f193b5c05f417417603df54026acff9fb80c93f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-04T20:23:51Z",
    "title_canon_sha256": "da199a877880a109f0041efa701de65e934c7895b063c7e64ef3245e4e3a7daf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02524",
    "kind": "arxiv",
    "version": 2
  }
}