Pith Number

pith:E2V6IUUA

pith:2025:E2V6IUUAKY5NF27DRVRL3NHJUN

not attested not anchored not stored refs pending

Leveraging Vertical Public-Private Split for Improved Synthetic Data Generation

Graham Cormode, Samuel Maddock, Shripad Gade, Will Bullock

arxiv:2504.10987 v1 · 2025-04-15 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E2V6IUUAKY5NF27DRVRL3NHJUN}

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

Synthetic Tabular Data: Methods, Attacks and Defenses

Receipt and verification

First computed	2026-07-05T10:49:27.424188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26abe45280563ad2ebe38d62bdb4e9a3643afba1f7f40292c75665ddd3605c64

Aliases

arxiv: 2504.10987 · arxiv_version: 2504.10987v1 · doi: 10.48550/arxiv.2504.10987 · pith_short_12: E2V6IUUAKY5N · pith_short_16: E2V6IUUAKY5NF27D · pith_short_8: E2V6IUUA

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/E2V6IUUAKY5NF27DRVRL3NHJUN \
  | 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: 26abe45280563ad2ebe38d62bdb4e9a3643afba1f7f40292c75665ddd3605c64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d48b4072cb93064a10119eb3089d9971834e986763b0f2e078c9e858927c841f",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-15T08:59:03Z",
    "title_canon_sha256": "4db9bc0a463f6605be3188a09d1f9ab137515df38b6a804187cf381143ff995c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10987",
    "kind": "arxiv",
    "version": 1
  }
}