Pith Number

pith:SR3B45T2

pith:2024:SR3B45T2KPZCARGQEHN7R5ALKC

not attested not anchored not stored refs pending

Why Does Differential Privacy with Large Epsilon Defend Against Practical Membership Inference Attacks?

Andrew Lowy, Jing Liu, Kieran Parsons, Toshiaki Koike-Akino, Ye Wang, Zhuohang Li

arxiv:2402.09540 v1 · 2024-02-14 · 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{SR3B45T2KPZCARGQEHN7R5ALKC}

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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

Where to Intervene? Benchmarking Fairness-Aware Learning on Differentially Private Synthetic Tabular Data

On Privacy Leakage in Tabular Diffusion Models: Influential Factors, Attacker Knowledge, and Metrics

Receipt and verification

First computed	2026-07-05T07:45:17.883666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94761e767a53f22044d021dbf8f40b5099482967028160b0cbf7c5f99ce97255

Aliases

arxiv: 2402.09540 · arxiv_version: 2402.09540v1 · doi: 10.48550/arxiv.2402.09540 · pith_short_12: SR3B45T2KPZC · pith_short_16: SR3B45T2KPZCARGQ · pith_short_8: SR3B45T2

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/SR3B45T2KPZCARGQEHN7R5ALKC \
  | 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: 94761e767a53f22044d021dbf8f40b5099482967028160b0cbf7c5f99ce97255

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ddfec9e94728564509b0253394b343227fb05b8e5e6e725e4754e5dd05bc393",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-14T19:31:45Z",
    "title_canon_sha256": "6cf673b61e9c7774c0f04724c1ac29662c612b3fdc5cc300cbb1edec7b4bb7b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09540",
    "kind": "arxiv",
    "version": 1
  }
}