Pith Number

pith:O5GV3SCK

pith:2024:O5GV3SCKOEQMRDCYJKR25DLXXF

not attested not anchored not stored refs pending

Evaluations of Machine Learning Privacy Defenses are Misleading

Florian Tram\`er, Jie Zhang, Michael Aerni

arxiv:2404.17399 v2 · 2024-04-26 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O5GV3SCKOEQMRDCYJKR25DLXXF}

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

SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation

Receipt and verification

First computed	2026-07-05T09:03:40.471173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

774d5dc84a7120c88c584aa3ae8d77b96e000db5363d4e1c50f5cfef713f6779

Aliases

arxiv: 2404.17399 · arxiv_version: 2404.17399v2 · doi: 10.48550/arxiv.2404.17399 · pith_short_12: O5GV3SCKOEQM · pith_short_16: O5GV3SCKOEQMRDCY · pith_short_8: O5GV3SCK

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/O5GV3SCKOEQMRDCYJKR25DLXXF \
  | 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: 774d5dc84a7120c88c584aa3ae8d77b96e000db5363d4e1c50f5cfef713f6779

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9eb6147106ae5b63040b508eebb7467e8d9f9acb087f0ce400d2565fc7a4234e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-26T13:21:30Z",
    "title_canon_sha256": "731411b8139c430b6b6207e2420276e13d2d2b34c80ec76c734c2c5e2b83c590"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.17399",
    "kind": "arxiv",
    "version": 2
  }
}