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Pith
Pith Number

pith:PJLB24XD

pith:2021:PJLB24XD6DBIS7BQ5TM5P5X27U
not attested not anchored not stored refs pending

DNNV: A Framework for Deep Neural Network Verification

David Shriver, Matthew B. Dwyer, Sebastian Elbaum

arxiv:2105.12841 v1 · 2021-05-26 · cs.LG · cs.SE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PJLB24XD6DBIS7BQ5TM5P5X27U}

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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.
Receipt and verification
First computed 2026-07-05T06:45:09.386143Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7a561d72e3f0c2897c30ecd9d7f6fafd271da88b9242b0f53d6c162868e90f29

Aliases

arxiv: 2105.12841 · arxiv_version: 2105.12841v1 · doi: 10.48550/arxiv.2105.12841 · pith_short_12: PJLB24XD6DBI · pith_short_16: PJLB24XD6DBIS7BQ · pith_short_8: PJLB24XD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PJLB24XD6DBIS7BQ5TM5P5X27U \
  | 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: 7a561d72e3f0c2897c30ecd9d7f6fafd271da88b9242b0f53d6c162868e90f29
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e1de220b62c3f26dc30ca564f4d777e9df4549960347601450bcb75012fdc962",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-26T21:08:17Z",
    "title_canon_sha256": "219c059bb53e4e5ad110eae5db2df242566d16631f220291c8ce0c1e9c7fa88a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.12841",
    "kind": "arxiv",
    "version": 1
  }
}