Pith Number

pith:LC5Z4P6P

pith:2023:LC5Z4P6PHYLN7X4KT7UVCREA43

not attested not anchored not stored refs pending

Private GANs, Revisited

Alex Bie, Gautam Kamath, Guojun Zhang

arxiv:2302.02936 v2 · 2023-02-06 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LC5Z4P6PHYLN7X4KT7UVCREA43}

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

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

Receipt and verification

First computed	2026-07-05T06:57:21.258634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58bb9e3fcf3e16dfdf8a9fe9514480e6fc9ba0cecdc6f5b00978adfe85de1e6c

Aliases

arxiv: 2302.02936 · arxiv_version: 2302.02936v2 · doi: 10.48550/arxiv.2302.02936 · pith_short_12: LC5Z4P6PHYLN · pith_short_16: LC5Z4P6PHYLN7X4K · pith_short_8: LC5Z4P6P

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/LC5Z4P6PHYLN7X4KT7UVCREA43 \
  | 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: 58bb9e3fcf3e16dfdf8a9fe9514480e6fc9ba0cecdc6f5b00978adfe85de1e6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7700f2c720d74c4f0e0a85ac96e1a4ad8ef42e4665f06ad3db7e334c8603c80",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-06T17:11:09Z",
    "title_canon_sha256": "90a22c965762daf24fa49da51cf35a68c192294c7436ac474c088644acf739f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02936",
    "kind": "arxiv",
    "version": 2
  }
}