Pith Number

pith:RB7WOEXR

pith:2023:RB7WOEXRNSQBUY7MSITGTWYYJI

not attested not anchored not stored refs pending

The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets

Emiliano De Cristofaro, Georgi Ganev

arxiv:2312.05114 v5 · 2023-12-08 · cs.CR · cs.AI · 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{RB7WOEXRNSQBUY7MSITGTWYYJI}

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

2 papers in Pith

Quality Degradation Attack in Synthetic Data

Empirical Evaluation of Structured Synthetic Data Privacy Metrics: Novel experimental framework

Receipt and verification

First computed	2026-07-05T10:59:56.807294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

887f6712f16ca01a63ec922669db184a299bb9729ba92b35e9221c33f711b5c2

Aliases

arxiv: 2312.05114 · arxiv_version: 2312.05114v5 · doi: 10.48550/arxiv.2312.05114 · pith_short_12: RB7WOEXRNSQB · pith_short_16: RB7WOEXRNSQBUY7M · pith_short_8: RB7WOEXR

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/RB7WOEXRNSQBUY7MSITGTWYYJI \
  | 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: 887f6712f16ca01a63ec922669db184a299bb9729ba92b35e9221c33f711b5c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2dc90cb0b0d9510a88a7dc21b5673bd5472b371fab577abb51a0daf94e4e6978",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-08T15:42:28Z",
    "title_canon_sha256": "776ddd2a8f83cd1fe940f71631d38da5085f2142505c6539cf30de44a7b26578"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05114",
    "kind": "arxiv",
    "version": 5
  }
}