Pith Number

pith:L74ZRJLM

pith:2020:L74ZRJLMZ7ETURA3XFAMIP3M6T

not attested not anchored not stored refs pending

Improving Deep Learning with Differential Privacy using Gradient Encoding and Denoising

Amir Houmansadr, Milad Nasr, Reza Shokri

arxiv:2007.11524 v1 · 2020-07-22 · 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{L74ZRJLMZ7ETURA3XFAMIP3M6T}

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

1 paper in Pith

Enhancing Differentially Private Mechanisms via Empirical Bayes

Receipt and verification

First computed	2026-07-05T01:21:26.960262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ff998a56ccfc93a441bb940c43f6cf4c86d8857451539a2a44423b37f67d506

Aliases

arxiv: 2007.11524 · arxiv_version: 2007.11524v1 · doi: 10.48550/arxiv.2007.11524 · pith_short_12: L74ZRJLMZ7ET · pith_short_16: L74ZRJLMZ7ETURA3 · pith_short_8: L74ZRJLM

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/L74ZRJLMZ7ETURA3XFAMIP3M6T \
  | 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: 5ff998a56ccfc93a441bb940c43f6cf4c86d8857451539a2a44423b37f67d506

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30beb989ba8267cb3263029b5df39a7323322bcc54dbeede4d27dabc7f16fbef",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-22T16:33:14Z",
    "title_canon_sha256": "7d6244e29b81f2be8d8c49b839e07b823257b671b6067475a89b789d01cd6dfb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.11524",
    "kind": "arxiv",
    "version": 1
  }
}