Pith Number

pith:Q4SEWI2C

pith:2019:Q4SEWI2C2F4RAOAX24LRSPBHHP

not attested not anchored not stored refs pending

Algorithms for Verifying Deep Neural Networks

Changliu Liu, Christopher Lazarus, Christopher Strong, Clark Barrett, Mykel J. Kochenderfer, Tomer Arnon

arxiv:1903.06758 v2 · 2019-03-15 · cs.LG · 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{Q4SEWI2C2F4RAOAX24LRSPBHHP}

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

Polyhedral Enclosures: An Efficient Combinatorial Abstraction for Nonlinear Neural Feedback Systems

Receipt and verification

First computed	2026-07-05T01:55:41.347231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87244b2342d179103817d717193c273bd03b28a4c8f8efd518b7efd76b014fab

Aliases

arxiv: 1903.06758 · arxiv_version: 1903.06758v2 · doi: 10.48550/arxiv.1903.06758 · pith_short_12: Q4SEWI2C2F4R · pith_short_16: Q4SEWI2C2F4RAOAX · pith_short_8: Q4SEWI2C

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/Q4SEWI2C2F4RAOAX24LRSPBHHP \
  | 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: 87244b2342d179103817d717193c273bd03b28a4c8f8efd518b7efd76b014fab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6766bd04feeb3c1491a2b621697ba87cae585324d5d1d1ea366e9f95d6e6ff0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-15T19:02:38Z",
    "title_canon_sha256": "07e6a96b60f21dcdc3603e4d056d7f2ed56a2459b762472aba868e6c0c1e19d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.06758",
    "kind": "arxiv",
    "version": 2
  }
}