Pith Number

pith:MP4MHE5V

pith:2019:MP4MHE5VKV5Y4W4S3RTURM5PGZ

not attested not anchored not stored refs pending

Gaussian Differential Privacy

Aaron Roth, Jinshuo Dong, Weijie J. Su

arxiv:1905.02383 v3 · 2019-05-07 · cs.LG · cs.CR · cs.DS · 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{MP4MHE5VKV5Y4W4S3RTURM5PGZ}

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

7 papers in Pith

Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks

Provable Robustness against Backdoor Attacks via the Primal-Dual Perspective on Differential Privacy

Optimal Guarantees for Auditing R\'enyi Differentially Private Machine Learning

Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks

Rethinking the Security of DP-SGD: A Corrected Analysis of Differentially Private Machine Learning

Receipt and verification

First computed	2026-05-17T23:44:37.516721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63f8c393b5557b8e5b92dc6748b3af366ec6e6a45a02d2a132915b753c56822a

Aliases

arxiv: 1905.02383 · arxiv_version: 1905.02383v3 · doi: 10.48550/arxiv.1905.02383 · pith_short_12: MP4MHE5VKV5Y · pith_short_16: MP4MHE5VKV5Y4W4S · pith_short_8: MP4MHE5V

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/MP4MHE5VKV5Y4W4S3RTURM5PGZ \
  | 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: 63f8c393b5557b8e5b92dc6748b3af366ec6e6a45a02d2a132915b753c56822a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05efce7870d06a352bc55e9999d04b3a12343eccee0190be1a1bebfa3c812224",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-07T06:57:19Z",
    "title_canon_sha256": "ff494c15e8ab9f126463faa78b5f1dfc7b3fdb5127787c3024c31739f9cc0177"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.02383",
    "kind": "arxiv",
    "version": 3
  }
}