Pith Number

pith:FS5WDJ7Z

pith:2025:FS5WDJ7ZDHRWGCV2WHX6RHYGLK

not attested not anchored not stored refs pending

General-Purpose $f$-DP Estimation and Auditing in a Black-Box Setting

(2) Aarhus University, (3) University of Victoria, (4) Georgia Institute of Technology), Holger Dette (1), Martin Dunsche (1), \"Onder Askin (1), Tim Kutta (2), Vassilis Zikas (4) ((1) Ruhr-University Bochum, Yun Lu (3), Yu Wei (4)

arxiv:2502.07066 v2 · 2025-02-10 · cs.CR · math.ST · stat.ME · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FS5WDJ7ZDHRWGCV2WHX6RHYGLK}

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

Let's Ask Gauss: Improved One-Run Privacy Auditing

Receipt and verification

First computed	2026-07-05T11:20:50.698339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cbb61a7f919e3630abab1efe89f065a8132cab26504cbf33452cc34ce67a15d

Aliases

arxiv: 2502.07066 · arxiv_version: 2502.07066v2 · doi: 10.48550/arxiv.2502.07066 · pith_short_12: FS5WDJ7ZDHRW · pith_short_16: FS5WDJ7ZDHRWGCV2 · pith_short_8: FS5WDJ7Z

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/FS5WDJ7ZDHRWGCV2WHX6RHYGLK \
  | 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: 2cbb61a7f919e3630abab1efe89f065a8132cab26504cbf33452cc34ce67a15d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9795871effc1b660b4aff41471e7b0b41f1e18df87307ac97a137d7b3ea63df",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-10T21:58:17Z",
    "title_canon_sha256": "727b1fc2fb52ce0fbb4d15f6c644c8039e87472543cbe1b2175494e2561f60e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07066",
    "kind": "arxiv",
    "version": 2
  }
}