Pith Number

pith:SEUTQRFD

pith:2024:SEUTQRFDEHHSFGJMQYJMIJ4DLE

not attested not anchored not stored refs pending

Oracle-Efficient Differentially Private Learning with Public Data

Abhishek Shetty, Adam Block, Mark Bun, Rathin Desai, Steven Wu

arxiv:2402.09483 v1 · 2024-02-13 · stat.ML · 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{SEUTQRFDEHHSFGJMQYJMIJ4DLE}

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

2 papers in Pith

Differentially Private Natural Gradient Descent

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data

Receipt and verification

First computed	2026-07-05T07:45:17.150160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91293844a321cf22992c8612c4278359094865668e2f7966eed04d3c18367d41

Aliases

arxiv: 2402.09483 · arxiv_version: 2402.09483v1 · doi: 10.48550/arxiv.2402.09483 · pith_short_12: SEUTQRFDEHHS · pith_short_16: SEUTQRFDEHHSFGJM · pith_short_8: SEUTQRFD

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/SEUTQRFDEHHSFGJMQYJMIJ4DLE \
  | 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: 91293844a321cf22992c8612c4278359094865668e2f7966eed04d3c18367d41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8f075bf04c25c6d894e2116182b4481b6dbbbf2c8d68ab68a3e8c88e6a6dabc",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-13T23:40:50Z",
    "title_canon_sha256": "9c45dd5cb8eb146fe1fab4c5477c3e7afe0a49e1d1ff618af803d07fd1294b22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09483",
    "kind": "arxiv",
    "version": 1
  }
}