Pith Number

pith:VFH3DGRO

pith:2019:VFH3DGRO34V3IVYAPV6ITPLYEH

not attested not anchored not stored refs pending

Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Greg Yang, Hadi Salman, Huan Zhang, Ilya Razenshteyn, Jerry Li, Pengchuan Zhang, Sebastien Bubeck

arxiv:1906.04584 v5 · 2019-06-09 · 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{VFH3DGRO34V3IVYAPV6ITPLYEH}

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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.

Cited by

1 paper in Pith

Toward Calibrated, Fair, and accurate Deepfake Detection

Receipt and verification

First computed	2026-07-05T00:32:38.311492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a94fb19a2edf2bb457007d7c89bd7821c03256e684bcdee758d81a1905396d68

Aliases

arxiv: 1906.04584 · arxiv_version: 1906.04584v5 · doi: 10.48550/arxiv.1906.04584 · pith_short_12: VFH3DGRO34V3 · pith_short_16: VFH3DGRO34V3IVYA · pith_short_8: VFH3DGRO

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/VFH3DGRO34V3IVYAPV6ITPLYEH \
  | 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: a94fb19a2edf2bb457007d7c89bd7821c03256e684bcdee758d81a1905396d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "debf23dfd41418720ee8631f900f110e3c9768471a2b5b42fb4980adab3b4f90",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-09T15:55:21Z",
    "title_canon_sha256": "6b54959cbb8fc9e18139e9fb257850a9f7995299c268152f6136987b470d5387"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04584",
    "kind": "arxiv",
    "version": 5
  }
}