Pith Number

pith:HGRV2H3N

pith:2019:HGRV2H3NW5WJ3NRQCUD3WIZ67A

not attested not anchored not stored refs pending

R\'enyi Differential Privacy of the Sampled Gaussian Mechanism

Ilya Mironov, Kunal Talwar, Li Zhang

arxiv:1908.10530 v1 · 2019-08-28 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HGRV2H3NW5WJ3NRQCUD3WIZ67A}

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

15 papers in Pith

Differentially Private Natural Gradient Descent

AdaPrivate-TS: Private Thompson Sampling for Contextual Bandits with Privacy Amplification

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

Trade-off Functions for DP-SGD with Subsampling based on Random Shuffling: Tight Upper and Lower Bounds

Provably Communication-Efficient and Privacy-Preserving Federated Graph Neural Networks

Receipt and verification

First computed	2026-07-05T00:00:18.125013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39a35d1f6db76c9db6301507bb233ef82c0953afddf51b17313fc0f2ac8e9537

Aliases

arxiv: 1908.10530 · arxiv_version: 1908.10530v1 · doi: 10.48550/arxiv.1908.10530 · pith_short_12: HGRV2H3NW5WJ · pith_short_16: HGRV2H3NW5WJ3NRQ · pith_short_8: HGRV2H3N

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/HGRV2H3NW5WJ3NRQCUD3WIZ67A \
  | 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: 39a35d1f6db76c9db6301507bb233ef82c0953afddf51b17313fc0f2ac8e9537

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a2d989b5149a55bacab7a3fff22ce028c1b939fa4be802fc6006f6eea05763a",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-28T03:03:25Z",
    "title_canon_sha256": "8f0b472a27da448caf663044dfb0f7e5ab7fd79b2566fc3cba994318c0ff2689"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.10530",
    "kind": "arxiv",
    "version": 1
  }
}