Pith Number

pith:4VTHKSEI

pith:2021:4VTHKSEIUOVZDL6VMP6Z27ILOP

not attested not anchored not stored refs pending

Bayesian Framework for Gradient Leakage

Dimitar I. Dimitrov, Martin Vechev, Mislav Balunovi\'c, Robin Staab

arxiv:2111.04706 v2 · 2021-11-08 · 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{4VTHKSEIUOVZDL6VMP6Z27ILOP}

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.

Receipt and verification

First computed	2026-07-05T04:06:00.913070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e566754888a3ab91afd563fd9d7d0b73fb946fd82c143e82538cc9300d7f9e2f

Aliases

arxiv: 2111.04706 · arxiv_version: 2111.04706v2 · doi: 10.48550/arxiv.2111.04706 · pith_short_12: 4VTHKSEIUOVZ · pith_short_16: 4VTHKSEIUOVZDL6V · pith_short_8: 4VTHKSEI

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/4VTHKSEIUOVZDL6VMP6Z27ILOP \
  | 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: e566754888a3ab91afd563fd9d7d0b73fb946fd82c143e82538cc9300d7f9e2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7613a9fbbfd58ae0f0134715d3d51669f680fa4d534becaa95e2cc58b2dfcc9f",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-08T18:35:40Z",
    "title_canon_sha256": "1ac6e17f58352f596c4cdfe5b9f4398f4d8c86539294bfc16e67a13a6eac204a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.04706",
    "kind": "arxiv",
    "version": 2
  }
}