Pith Number

pith:JYK4VQDR

pith:2024:JYK4VQDRKGPLWRXJXJSWFUMCXX

not attested not anchored not stored refs pending

Differentially Private Synthetic Data with Private Density Estimation

Nikolija Bojkovic, Po-Ling Loh

arxiv:2405.04554 v1 · 2024-05-06 · cs.CR · cs.IT · cs.LG · math.IT · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JYK4VQDRKGPLWRXJXJSWFUMCXX}

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

Contrastive Private Data Synthesis via Weighted Multi-PLM Fusion

Receipt and verification

First computed	2026-07-05T08:16:50.460563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e15cac071519ebb46e9ba6562d182bdea2ab44a2c474b4918aa37b7dbcd1056

Aliases

arxiv: 2405.04554 · arxiv_version: 2405.04554v1 · doi: 10.48550/arxiv.2405.04554 · pith_short_12: JYK4VQDRKGPL · pith_short_16: JYK4VQDRKGPLWRXJ · pith_short_8: JYK4VQDR

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/JYK4VQDRKGPLWRXJXJSWFUMCXX \
  | 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: 4e15cac071519ebb46e9ba6562d182bdea2ab44a2c474b4918aa37b7dbcd1056

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04df37b9e38f6f989349f538ddd1f66091036a676f50b04f0ed3287b7d839833",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-05-06T14:06:12Z",
    "title_canon_sha256": "436573442b8e0547027880f506d6e8120ce94a4e09e1bda21fb23f7ff0fd284b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.04554",
    "kind": "arxiv",
    "version": 1
  }
}