Pith Number

pith:X3YPVWX2

pith:2019:X3YPVWX2QHZFOWITJ2VGG2JSTU

not attested not anchored not stored refs pending

Stabilizing Inputs to Approximated Nonlinear Functions for Inference with Homomorphic Encryption in Deep Neural Networks

Matthias Ossadnik, Moustafa AboulAtta, Seyed-Ahmad Ahmadi

arxiv:1902.01870 v1 · 2019-02-05 · 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{X3YPVWX2QHZFOWITJ2VGG2JSTU}

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	2026-05-17T23:54:38.574469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bef0fadafa81f25759134eaa6369329d1f510a9560ca4f7cb16988622634c4ee

Aliases

arxiv: 1902.01870 · arxiv_version: 1902.01870v1 · doi: 10.48550/arxiv.1902.01870 · pith_short_12: X3YPVWX2QHZF · pith_short_16: X3YPVWX2QHZFOWIT · pith_short_8: X3YPVWX2

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/X3YPVWX2QHZFOWITJ2VGG2JSTU \
  | 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: bef0fadafa81f25759134eaa6369329d1f510a9560ca4f7cb16988622634c4ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2db1da71b6ecd39857e5440d6d71181d40b40de273b4ce66fc398ec8a44e4c7f",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-05T19:07:07Z",
    "title_canon_sha256": "44ee510bf86e2c4e4bb14815b80a07dcdf0096b9f7db0996b2f5f20c0085bc1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01870",
    "kind": "arxiv",
    "version": 1
  }
}