Pith Number

pith:EJTPBZET

pith:2022:EJTPBZETHFN5ELKYKXX4GOELYQ

not attested not anchored not stored refs pending

Individualized PATE: Differentially Private Machine Learning with Individual Privacy Guarantees

Adam Dziedzic, Christopher M\"uhl, Franziska Boenisch, Jannis Ihrig, Roy Rinberg

arxiv:2202.10517 v4 · 2022-02-21 · 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{EJTPBZETHFN5ELKYKXX4GOELYQ}

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

Limits of Personalizing Differential Privacy Budgets

Receipt and verification

First computed	2026-07-05T05:14:11.320953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2266f0e493395bd22d5855efc3388bc42ccd4b5d3810b91131bdb503a736ae94

Aliases

arxiv: 2202.10517 · arxiv_version: 2202.10517v4 · doi: 10.48550/arxiv.2202.10517 · pith_short_12: EJTPBZETHFN5 · pith_short_16: EJTPBZETHFN5ELKY · pith_short_8: EJTPBZET

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/EJTPBZETHFN5ELKYKXX4GOELYQ \
  | 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: 2266f0e493395bd22d5855efc3388bc42ccd4b5d3810b91131bdb503a736ae94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "923ab71253b71fc73312c8d5fb6e7d73e8d348fe6bc8100304f0a5f276b650a3",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-21T20:16:27Z",
    "title_canon_sha256": "256cd008f813e7c2473bd1b0a0297a2880885d6198f679047cc207fbea0111b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.10517",
    "kind": "arxiv",
    "version": 4
  }
}