Pith Number

pith:3PBT2TVI

pith:2023:3PBT2TVI44RZR2QUZQGYP3IMQE

not attested not anchored not stored refs pending

Bounding data reconstruction attacks with the hypothesis testing interpretation of differential privacy

Alexander Ziller, Daniel Rueckert, Georgios Kaissis, Jamie Hayes

arxiv:2307.03928 v1 · 2023-07-08 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3PBT2TVI44RZR2QUZQGYP3IMQE}

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

Covert Attacks on Machine Learning Training in Passively Secure MPC

Receipt and verification

First computed	2026-07-05T06:29:05.728380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbc33d4ea8e72398ea14cc0d87ed0c812b3aad250b8aab23b0be215ed3c9f2d7

Aliases

arxiv: 2307.03928 · arxiv_version: 2307.03928v1 · doi: 10.48550/arxiv.2307.03928 · pith_short_12: 3PBT2TVI44RZ · pith_short_16: 3PBT2TVI44RZR2QU · pith_short_8: 3PBT2TVI

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/3PBT2TVI44RZR2QUZQGYP3IMQE \
  | 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: dbc33d4ea8e72398ea14cc0d87ed0c812b3aad250b8aab23b0be215ed3c9f2d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ddf5c07c5e09a0186683cb008cda4787b78d155d7fa5ea7601025595f2347e3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-07-08T08:02:47Z",
    "title_canon_sha256": "bea41cd57bd771f2eba51ad12a331ff8d296102882903b9a5c9f40061410e5db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03928",
    "kind": "arxiv",
    "version": 1
  }
}