Pith Number

pith:AQKEIFR5

pith:2023:AQKEIFR5HA3L47CBMYN6KUAR7Y

not attested not anchored not stored refs pending

DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation

Achintya Gopal, Brian Bloniarz, David Rosenberg, Rodrigo Castellon

arxiv:2307.10430 v1 · 2023-07-19 · 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{AQKEIFR5HA3L47CBMYN6KUAR7Y}

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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

1 paper in Pith

MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection

Receipt and verification

First computed	2026-07-05T06:32:58.616783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

041444163d3836be7c41661be55011fe053c39c04637e0d2c03e5bc5eabb6649

Aliases

arxiv: 2307.10430 · arxiv_version: 2307.10430v1 · doi: 10.48550/arxiv.2307.10430 · pith_short_12: AQKEIFR5HA3L · pith_short_16: AQKEIFR5HA3L47CB · pith_short_8: AQKEIFR5

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/AQKEIFR5HA3L47CBMYN6KUAR7Y \
  | 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: 041444163d3836be7c41661be55011fe053c39c04637e0d2c03e5bc5eabb6649

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "469f1b8a05ea9288abfe443b10b888b5bd0fd5a632a4db7a9f4615af7240dbb0",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-19T19:40:21Z",
    "title_canon_sha256": "e59f61bf835dbf72d4af5446891a3c485fc76855e020b2725ce15f4a3c38fa2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10430",
    "kind": "arxiv",
    "version": 1
  }
}