Pith Number

pith:IJY5ACDZ

pith:2024:IJY5ACDZ2A2N2Z7OE6HJGMCFIN

not attested not anchored not stored refs pending

Privacy Vulnerabilities in Marginals-based Synthetic Data

Anuar Maratkhan, Martine De Cock, Sikha Pentyala, Steven Golob

arxiv:2410.05506 v2 · 2024-10-07 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IJY5ACDZ2A2N2Z7OE6HJGMCFIN}

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

1 paper in Pith

Ensembling Membership Inference Attacks Against Tabular Generative Models

Receipt and verification

First computed	2026-07-05T10:42:12.819282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4271d00879d034dd67ee278e9330454356b7e91ad5e788576a29b136f50a6f4d

Aliases

arxiv: 2410.05506 · arxiv_version: 2410.05506v2 · doi: 10.48550/arxiv.2410.05506 · pith_short_12: IJY5ACDZ2A2N · pith_short_16: IJY5ACDZ2A2N2Z7O · pith_short_8: IJY5ACDZ

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/IJY5ACDZ2A2N2Z7OE6HJGMCFIN \
  | 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: 4271d00879d034dd67ee278e9330454356b7e91ad5e788576a29b136f50a6f4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "573d05bd03df8422fd8d67e95d82fa75133d08625778dd41636a9951ea302c52",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-07T21:24:22Z",
    "title_canon_sha256": "9a5dd6deaa4643bcf58f9682f4d65921c8a4f4221a8a762a91f11e0945c5375d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05506",
    "kind": "arxiv",
    "version": 2
  }
}