Pith Number

pith:5QY3FD73

pith:2023:5QY3FD737GWLWFCNDB7PYJVBPB

not attested not anchored not stored refs pending

Privacy Auditing with One (1) Training Run

Matthew Jagielski, Milad Nasr, Thomas Steinke

arxiv:2305.08846 v1 · 2023-05-15 · cs.LG · cs.CR · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5QY3FD737GWLWFCNDB7PYJVBPB}

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

6 papers in Pith

Auditing of Unlearning Algorithms

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents

Rethinking the Security of DP-SGD: A Corrected Analysis of Differentially Private Machine Learning

Detecting Pretraining Data from Large Language Models

TOFU: A Task of Fictitious Unlearning for LLMs

Receipt and verification

First computed	2026-07-05T06:10:12.228744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec31b28ffbf9acbb144d187efc26a178466f2ad71e5716954f7e66f962d6e7cf

Aliases

arxiv: 2305.08846 · arxiv_version: 2305.08846v1 · doi: 10.48550/arxiv.2305.08846 · pith_short_12: 5QY3FD737GWL · pith_short_16: 5QY3FD737GWLWFCN · pith_short_8: 5QY3FD73

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/5QY3FD737GWLWFCNDB7PYJVBPB \
  | 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: ec31b28ffbf9acbb144d187efc26a178466f2ad71e5716954f7e66f962d6e7cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec14592b2bff5b3a2efe22569dceb8ccf50235b777ae5dc616726fbe107ba43b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-15T17:57:56Z",
    "title_canon_sha256": "f25f81b537cd84761ca2dfa8bed5e1e705118b1873a2b9b4131d3dd7f8742472"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08846",
    "kind": "arxiv",
    "version": 1
  }
}