Pith Number

pith:7HCEAAC6

pith:2025:7HCEAAC63HVZB3YBJQYV6OY3RC

not attested not anchored not stored refs pending

Differentially Private Decentralized Dataset Synthesis Through Randomized Mixing with Correlated Noise

Hafiz Imtiaz, Tanvir Muntakim Tonoy, Utsab Saha

arxiv:2509.10385 v1 · 2025-09-12 · stat.ML · 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{7HCEAAC63HVZB3YBJQYV6OY3RC}

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.

Receipt and verification

First computed	2026-07-05T12:11:08.972758Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9c440005ed9eb90ef014c315f3b1b88bc59e88bb81e47aed5695d908d6e8245

Aliases

arxiv: 2509.10385 · arxiv_version: 2509.10385v1 · doi: 10.48550/arxiv.2509.10385 · pith_short_12: 7HCEAAC63HVZ · pith_short_16: 7HCEAAC63HVZB3YB · pith_short_8: 7HCEAAC6

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/7HCEAAC63HVZB3YBJQYV6OY3RC \
  | 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: f9c440005ed9eb90ef014c315f3b1b88bc59e88bb81e47aed5695d908d6e8245

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0a2bdc2995627b5d9d0699c53d8de53f6c1b3e24e7794a743d744fcec96854e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-12T16:18:35Z",
    "title_canon_sha256": "ea4907d0817e520d2f0a78961cb08855c622c0c5c6f28bbc6cd987fa9533d39c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10385",
    "kind": "arxiv",
    "version": 1
  }
}