Pith Number

pith:LVAV6XCC

pith:2018:LVAV6XCCFI2NF6SPXITL57DPOQ

not attested not anchored not stored refs pending

Generating Artificial Data for Private Deep Learning

Aleksei Triastcyn, Boi Faltings

arxiv:1803.03148 v3 · 2018-03-08 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LVAV6XCCFI2NF6SPXITL57DPOQ}

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	2026-05-17T23:47:40.125821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d415f5c422a34d2fa4fba26befc6f741bbe957f994b1d1340207c3da6799e8d

Aliases

arxiv: 1803.03148 · arxiv_version: 1803.03148v3 · doi: 10.48550/arxiv.1803.03148 · pith_short_12: LVAV6XCCFI2N · pith_short_16: LVAV6XCCFI2NF6SP · pith_short_8: LVAV6XCC

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/LVAV6XCCFI2NF6SPXITL57DPOQ \
  | 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: 5d415f5c422a34d2fa4fba26befc6f741bbe957f994b1d1340207c3da6799e8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1394716d5ff096054b7db75b6d2aa73253d7a44532975608c950cdac20eda3d8",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-08T15:22:37Z",
    "title_canon_sha256": "99cbd548b8f9860a94cb2fa45a383e04ccdf3dbbfe3b85ed05ba5a7348fcc0d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.03148",
    "kind": "arxiv",
    "version": 3
  }
}