Pith Number

pith:NOYIQLLD

pith:2018:NOYIQLLDOKG24T2US4KVB7NLV3

not attested not anchored not stored refs pending

A generic framework for privacy preserving deep learning

Andrew Trask, Bobby Wagner, Daniel Rueckert, Jason Mancuso, Jonathan Passerat-Palmbach, Morten Dahl, Theo Ryffel

arxiv:1811.04017 v2 · 2018-11-09 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOYIQLLDOKG24T2US4KVB7NLV3}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:00:46.850454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bb0882d63728dae4f54971550fdabaec785cbe389630e46625627c323571eb6

Aliases

arxiv: 1811.04017 · arxiv_version: 1811.04017v2 · doi: 10.48550/arxiv.1811.04017 · pith_short_12: NOYIQLLDOKG2 · pith_short_16: NOYIQLLDOKG24T2U · pith_short_8: NOYIQLLD

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/NOYIQLLDOKG24T2US4KVB7NLV3 \
  | 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: 6bb0882d63728dae4f54971550fdabaec785cbe389630e46625627c323571eb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5b8bd040a63ac5eb3b91ba7ab85b61c7cdf9874003f0e28ef292695df3b2871",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-09T17:10:47Z",
    "title_canon_sha256": "4f5f7d9e1f260034309849552513c3bc2791f3ab002b9957d0e4847f5afcd21a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.04017",
    "kind": "arxiv",
    "version": 2
  }
}