Pith Number

pith:7PWVSRV7

pith:2023:7PWVSRV7AM7WHFHVIPJPAFKM5I

not attested not anchored not stored refs pending

DPMLBench: Holistic Evaluation of Differentially Private Machine Learning

Bo Liu, Chengkun Wei, Min Chen, Minghu Zhao, Wenlong Meng, Wenzhi Chen, Yuan Fan, Zhikun Zhang

arxiv:2305.05900 v2 · 2023-05-10 · 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{7PWVSRV7AM7WHFHVIPJPAFKM5I}

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.

Receipt and verification

First computed	2026-07-05T07:00:44.489999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbed5946bf033f6394f543d2f0154cea2f2d948c8994fb416558f6c5457b2813

Aliases

arxiv: 2305.05900 · arxiv_version: 2305.05900v2 · doi: 10.48550/arxiv.2305.05900 · pith_short_12: 7PWVSRV7AM7W · pith_short_16: 7PWVSRV7AM7WHFHV · pith_short_8: 7PWVSRV7

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/7PWVSRV7AM7WHFHVIPJPAFKM5I \
  | 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: fbed5946bf033f6394f543d2f0154cea2f2d948c8994fb416558f6c5457b2813

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05778f5aa3ee3c53ddb7844da5f485afcbae480f52c2fe02a49d0ad2f4949563",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-10T05:08:36Z",
    "title_canon_sha256": "ce17e6e9147c1de0f2f6fc92139de3ac11c726e3ffecc1c732af162e192d88f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.05900",
    "kind": "arxiv",
    "version": 2
  }
}