Pith Number

pith:BF7NSBGJ

pith:2020:BF7NSBGJSXFRSC5FVOP2WZI2NW

not attested not anchored not stored refs pending

Robustness Certification of Generative Models

Martin Vechev, Matthew Mirman, Timon Gehr

arxiv:2004.14756 v1 · 2020-04-30 · cs.LG · cs.CR · cs.PL · 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{BF7NSBGJSXFRSC5FVOP2WZI2NW}

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.

Cited by

1 paper in Pith

Specification Generation for Neural Networks in Systems

Receipt and verification

First computed	2026-07-05T00:59:29.595800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

097ed904c995cb190ba5ab9fab651a6da9dd06bfe828970c8ab3b17fbfe1776e

Aliases

arxiv: 2004.14756 · arxiv_version: 2004.14756v1 · doi: 10.48550/arxiv.2004.14756 · pith_short_12: BF7NSBGJSXFR · pith_short_16: BF7NSBGJSXFRSC5F · pith_short_8: BF7NSBGJ

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/BF7NSBGJSXFRSC5FVOP2WZI2NW \
  | 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: 097ed904c995cb190ba5ab9fab651a6da9dd06bfe828970c8ab3b17fbfe1776e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c387a74a77fc05203b672edd9071638dab1a8ff4a171246c614ce720077ca53",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.PL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-30T13:23:02Z",
    "title_canon_sha256": "7d3c0954e777431c66f9278522a1b5c2209f78279d375767842678e14a121df9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.14756",
    "kind": "arxiv",
    "version": 1
  }
}