Pith Number

pith:Y4ENVOGP

pith:2022:Y4ENVOGPGI47OTF2QDLVZ3YTZY

not attested not anchored not stored refs pending

Bayesian Estimation of Differential Privacy

Ahmed Salem (Microsoft Research), Andrew Paverd (Microsoft Research), Boris K\"opf (Microsoft Research), Daniel Jones (Microsoft), Lukas Wutschitz (Microsoft), Mohammad Naseri (University College London), Santiago Zanella-B\'eguelin (Microsoft Research), Shruti Tople (Microsoft Research), Victor R\"uhle (Microsoft)

arxiv:2206.05199 v2 · 2022-06-10 · 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{Y4ENVOGPGI47OTF2QDLVZ3YTZY}

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

ContextLeak: Auditing Leakage in Private In-Context Learning Methods

Receipt and verification

First computed	2026-07-05T04:32:01.315367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c708dab8cf3239f74cba80d75cef13ce0c04e0453c70b587009fc465a097e9d0

Aliases

arxiv: 2206.05199 · arxiv_version: 2206.05199v2 · doi: 10.48550/arxiv.2206.05199 · pith_short_12: Y4ENVOGPGI47 · pith_short_16: Y4ENVOGPGI47OTF2 · pith_short_8: Y4ENVOGP

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/Y4ENVOGPGI47OTF2QDLVZ3YTZY \
  | 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: c708dab8cf3239f74cba80d75cef13ce0c04e0453c70b587009fc465a097e9d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "766105ce8866f9984c548511d42d1cfd004c91f1443e7feae77f16377c69e1f9",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-10T15:57:18Z",
    "title_canon_sha256": "81c65cb132550ed0f164347e212b0fb36c8277fe5b42ab81c6e41d0ff449a70e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05199",
    "kind": "arxiv",
    "version": 2
  }
}