Pith Number

pith:HQYJ7Z2P

pith:2025:HQYJ7Z2PWHUUC7Q4R3OSILELUH

not attested not anchored not stored refs pending

Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference

Matteo Boglioni, Pratiksha Thaker, Shengyuan Hu, Terrance Liu, Yiwei Fu, Zhiwei Steven Wu

arxiv:2506.15349 v1 · 2025-06-18 · 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{HQYJ7Z2PWHUUC7Q4R3OSILELUH}

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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

Natural Identifiers for Privacy and Data Audits in Large Language Models

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

Receipt and verification

First computed	2026-07-05T11:23:41.734426Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c309fe74fb1e9417e1c8edd242c8ba1ee3ca74124c239559056ebdc8eb868a4

Aliases

arxiv: 2506.15349 · arxiv_version: 2506.15349v1 · doi: 10.48550/arxiv.2506.15349 · pith_short_12: HQYJ7Z2PWHUU · pith_short_16: HQYJ7Z2PWHUUC7Q4 · pith_short_8: HQYJ7Z2P

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/HQYJ7Z2PWHUUC7Q4R3OSILELUH \
  | 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: 3c309fe74fb1e9417e1c8edd242c8ba1ee3ca74124c239559056ebdc8eb868a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7841c761766c7c3d4782c7b8dc023bfeb8e7df474303e82f9b5b2539c7bdb410",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-18T11:03:39Z",
    "title_canon_sha256": "28494f62f65132fd35a161e4a69431332b8f70bb72a437e072df1890af172d97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15349",
    "kind": "arxiv",
    "version": 1
  }
}