Pith Number

pith:AHPON5JL

pith:2024:AHPON5JLLOHUTBPVHCC3GTRJED

not attested not anchored not stored refs pending

Auditing Private Prediction

Christopher Choquette-Choo, Karan Chadha, Matthew Jagielski, Milad Nasr, Nicolas Papernot

arxiv:2402.09403 v1 · 2024-02-14 · 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{AHPON5JLLOHUTBPVHCC3GTRJED}

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

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

Receipt and verification

First computed	2026-07-05T07:45:13.246415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01dee6f52b5b8f4985f53885b34e2920f3899774dbe55bf7da8ea627200b5174

Aliases

arxiv: 2402.09403 · arxiv_version: 2402.09403v1 · doi: 10.48550/arxiv.2402.09403 · pith_short_12: AHPON5JLLOHU · pith_short_16: AHPON5JLLOHUTBPV · pith_short_8: AHPON5JL

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/AHPON5JLLOHUTBPVHCC3GTRJED \
  | 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: 01dee6f52b5b8f4985f53885b34e2920f3899774dbe55bf7da8ea627200b5174

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84b64e06b51cd3debd19e603c36b59267b49df76e48a48ae91b019027da6688c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-14T18:59:27Z",
    "title_canon_sha256": "a6f759280c55bff489cc0561eb31b332842e43f718c646f79b0afa706e3b24f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09403",
    "kind": "arxiv",
    "version": 1
  }
}