Pith Number

pith:VG35EMGC

pith:2022:VG35EMGC66XS7XHI5PXJHXWEWO

not attested not anchored not stored refs pending

Differentially private training of residual networks with scale normalisation

Alexander Ziller, Daniel Rueckert, Georgios Kaissis, Helena Klause, Kerstin Hammernik

arxiv:2203.00324 v2 · 2022-03-01 · 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{VG35EMGC66XS7XHI5PXJHXWEWO}

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	2026-07-05T04:20:44.906322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9b7d230c2f7af2fdce8ebee93dec4b39a6626f0c6cc9c59f0b4faddec9feb5a

Aliases

arxiv: 2203.00324 · arxiv_version: 2203.00324v2 · doi: 10.48550/arxiv.2203.00324 · pith_short_12: VG35EMGC66XS · pith_short_16: VG35EMGC66XS7XHI · pith_short_8: VG35EMGC

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/VG35EMGC66XS7XHI5PXJHXWEWO \
  | 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: a9b7d230c2f7af2fdce8ebee93dec4b39a6626f0c6cc9c59f0b4faddec9feb5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3e28396535ae78bf35c37ce5baca67e38b5e2c61c7eaee7f143e8d721a5e7df",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-01T09:56:55Z",
    "title_canon_sha256": "3802017ddc495f2cc0fa8dfbaddffbc3d60d1f4d12583c2b4c9f052bd29ad0a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00324",
    "kind": "arxiv",
    "version": 2
  }
}