Pith Number

pith:AAJGYH5A

pith:2024:AAJGYH5A4ZSY4DDRRH2IMSCFJB

not attested not anchored not stored refs pending

Auditing $f$-Differential Privacy in One Run

Kamalika Chaudhuri, Luca Melis, Saeed Mahloujifar

arxiv:2410.22235 v1 · 2024-10-29 · 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{AAJGYH5A4ZSY4DDRRH2IMSCFJB}

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

7 papers in Pith

Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks

Optimal Guarantees for Auditing R\'enyi Differentially Private Machine Learning

Auditing Apple's DifferentialPrivacy.framework: Implementation Bugs, Misconfigurations, and Practical Risks

DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy

Privacy Auditing with Zero (0) Training Run

Receipt and verification

First computed	2026-07-05T09:28:06.084733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00126c1fa0e6658e0c7189f486484548495106a621bb8651aa9ca40464dd95b1

Aliases

arxiv: 2410.22235 · arxiv_version: 2410.22235v1 · doi: 10.48550/arxiv.2410.22235 · pith_short_12: AAJGYH5A4ZSY · pith_short_16: AAJGYH5A4ZSY4DDR · pith_short_8: AAJGYH5A

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/AAJGYH5A4ZSY4DDRRH2IMSCFJB \
  | 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: 00126c1fa0e6658e0c7189f486484548495106a621bb8651aa9ca40464dd95b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f1fb69515de58a0844b9dbda8aac27ba7c3dc7e503ca3da21e1900998bd5996",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-29T17:02:22Z",
    "title_canon_sha256": "466e15bdb5df6302b25a7d1d540bd059551ab1cfcb9dc71f7c7dc188694c1dea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22235",
    "kind": "arxiv",
    "version": 1
  }
}