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Pith Number

pith:PZKQXEN3

pith:2023:PZKQXEN3426HFIVXCETECLVHX5
not attested not anchored not stored refs pending

Membership Inference Attacks against Synthetic Data through Overfitting Detection

Boris van Breugel, Hao Sun, Mihaela van der Schaar, Zhaozhi Qian

arxiv:2302.12580 v1 · 2023-02-24 · cs.LG · cs.CR

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Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{PZKQXEN3426HFIVXCETECLVHX5}

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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

5 papers in Pith

SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)
Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms
When Tables Leak: Attacking String Memorization in LLM-Based Tabular Data Generation
FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models
A Dual Perspective on Synthetic Trajectory Generators: Utility Framework and Privacy Vulnerabilities
Receipt and verification
First computed 2026-07-05T05:45:11.395538Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e550b91bbe6bc72a2b71126412ea7bf53f9a7ce1c9e39f84b641a0c54997de3

Aliases

arxiv: 2302.12580 · arxiv_version: 2302.12580v1 · doi: 10.48550/arxiv.2302.12580 · pith_short_12: PZKQXEN3426H · pith_short_16: PZKQXEN3426HFIVX · pith_short_8: PZKQXEN3
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/PZKQXEN3426HFIVXCETECLVHX5 \
  | 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: 7e550b91bbe6bc72a2b71126412ea7bf53f9a7ce1c9e39f84b641a0c54997de3
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "40a66eaa2ee46bcf4e89304f765a25757b8705194e3f0837e2d5fbe2acfa8b70",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-24T11:27:39Z",
    "title_canon_sha256": "4d55f9ce948713a99d687712eeb624a44f0fe3882bab1df7d5b398e37d6d3106"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.12580",
    "kind": "arxiv",
    "version": 1
  }
}