Pith Number

pith:SWW6KE6I

pith:2021:SWW6KE6IENZYMHMLENVDFZAZPP

not attested not anchored not stored refs pending

DeepCert: Verification of Contextually Relevant Robustness for Neural Network Image Classifiers

Clark Barrett, Colin Paterson, Corina S. Pasareanu, Haoze Wu, John Grese, Radu Calinescu

arxiv:2103.01629 v1 · 2021-03-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SWW6KE6IENZYMHMLENVDFZAZPP}

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	2026-07-05T02:19:49.036783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95ade513c82373861d8b236a32e4197bcb6e7cb586e5f42ef36094a8d84ff762

Aliases

arxiv: 2103.01629 · arxiv_version: 2103.01629v1 · doi: 10.48550/arxiv.2103.01629 · pith_short_12: SWW6KE6IENZY · pith_short_16: SWW6KE6IENZYMHML · pith_short_8: SWW6KE6I

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/SWW6KE6IENZYMHMLENVDFZAZPP \
  | 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: 95ade513c82373861d8b236a32e4197bcb6e7cb586e5f42ef36094a8d84ff762

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ff0284f0c999147202ce9bbc227452dcc71afd21b138bc1bf4161c53c9ad6c3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-02T10:41:16Z",
    "title_canon_sha256": "93d41e854fe20b881caeaebfd49a180240d57311678324dc0c3927bfdda1a9ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.01629",
    "kind": "arxiv",
    "version": 1
  }
}