Pith Number

pith:YITB3O2M

pith:2023:YITB3O2MX6LK7PKHYUNKKCHBDT

not attested not anchored not stored refs pending

A DPLL(T) Framework for Verifying Deep Neural Networks

Hai Duong, Matthew Dwyer, ThanhVu Nguyen

arxiv:2307.10266 v3 · 2023-07-17 · cs.LG · cs.LO · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YITB3O2MX6LK7PKHYUNKKCHBDT}

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

2 papers in Pith

Privacy-Preserving Robustness Verification for Neural Networks

Stress-Testing Neural Network Verifiers with Provably Robust Instances

Receipt and verification

First computed	2026-07-05T07:35:38.572253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2261dbb4cbf96afbd47c51aa508e11cd842b6f4677024234727a137e7d8b2e3

Aliases

arxiv: 2307.10266 · arxiv_version: 2307.10266v3 · doi: 10.48550/arxiv.2307.10266 · pith_short_12: YITB3O2MX6LK · pith_short_16: YITB3O2MX6LK7PKH · pith_short_8: YITB3O2M

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/YITB3O2MX6LK7PKHYUNKKCHBDT \
  | 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: c2261dbb4cbf96afbd47c51aa508e11cd842b6f4677024234727a137e7d8b2e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a03d4da6e373355e89c2a0365a29411659639c34039976bed5737fd84709cdb",
    "cross_cats_sorted": [
      "cs.LO",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-17T18:49:46Z",
    "title_canon_sha256": "501c5925bd6d7e7bbb74670879146d271b289a451d28133bc5fb32b3a3a7a617"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10266",
    "kind": "arxiv",
    "version": 3
  }
}