Pith Number

pith:FST2K7CT

pith:2025:FST2K7CTN74JBMFWUM4FS5UPJV

not attested not anchored not stored refs pending

Correlated Noise Mechanisms for Differentially Private Learning

Abhradeep Thakurta, Arun Ganesh, Christopher A. Choquette-Choo, H. Brendan McMahan, Jalaj Upadhyay, Jonathan Katz, Keith Rush, Krishnamurthy Dvijotham, Krishna Pillutla, Monika Henzinger, Ryan McKenna, Thomas Steinke

arxiv:2506.08201 v1 · 2025-06-09 · 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{FST2K7CTN74JBMFWUM4FS5UPJV}

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

6 papers in Pith

From Privacy to Generalization: Linear Max-Information Bounds for DP-SGD

Local Differential Privacy with Correlated Noise Achieves Central-DP Optimal Cost

Population Risk Bounds for Kolmogorov-Arnold Networks Trained by DP-SGD with Correlated Noise

Limits of Personalizing Differential Privacy Budgets

Privacy, Prediction, and Allocation

Receipt and verification

First computed	2026-07-05T11:19:09.018227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ca7a57c536ff890b0b6a33859768f4d74bd6e5b9073dd0937ef0b06ee78be4d

Aliases

arxiv: 2506.08201 · arxiv_version: 2506.08201v1 · doi: 10.48550/arxiv.2506.08201 · pith_short_12: FST2K7CTN74J · pith_short_16: FST2K7CTN74JBMFW · pith_short_8: FST2K7CT

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/FST2K7CTN74JBMFWUM4FS5UPJV \
  | 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: 2ca7a57c536ff890b0b6a33859768f4d74bd6e5b9073dd0937ef0b06ee78be4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b9815e75ced69097ffdba7ec8fc248b4880b4616538e152a421829724bba4d5",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T20:21:50Z",
    "title_canon_sha256": "b9631bd16212577aae103210851a8a8ebd75ecd5fe41b08cd445a531f8965d6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08201",
    "kind": "arxiv",
    "version": 1
  }
}