Pith Number

pith:O65GYWEE

pith:2025:O65GYWEELM6RVLKKEYPUPKTN6M

not attested not anchored not stored refs pending

Privacy-Preserving Generative Models: A Comprehensive Survey

Aboozar Taherkhani, Debalina Padariya, Eerke Boiten, Isabel Wagner

arxiv:2502.03668 v1 · 2025-02-05 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O65GYWEELM6RVLKKEYPUPKTN6M}

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	2026-07-05T10:10:13.557608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77ba6c58845b3d1aad4a261f47aa6df3319ad7e448dbdafaaa09076fc14907a3

Aliases

arxiv: 2502.03668 · arxiv_version: 2502.03668v1 · doi: 10.48550/arxiv.2502.03668 · pith_short_12: O65GYWEELM6R · pith_short_16: O65GYWEELM6RVLKK · pith_short_8: O65GYWEE

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/O65GYWEELM6RVLKKEYPUPKTN6M \
  | 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: 77ba6c58845b3d1aad4a261f47aa6df3319ad7e448dbdafaaa09076fc14907a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "412e0ab9804d8bcfd48ad4ca8125e72f36cdb7cfba610b1755e8eaeb1c6d53a1",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T23:24:43Z",
    "title_canon_sha256": "cd85e59f4b159a78560b9cafc7eb1b134e297f88fe35f8e40158cdec035e6ddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03668",
    "kind": "arxiv",
    "version": 1
  }
}