Pith Number

pith:IJCHRPBB

pith:2022:IJCHRPBBGHJDTOZJS37ENKQ7QQ

not attested not anchored not stored refs pending

Optimized Symbolic Interval Propagation for Neural Network Verification

Carsten Sinz, Marko Kleine B\"uning, Philipp Kern

arxiv:2212.08567 v1 · 2022-12-15 · cs.LG · cs.AI · cs.CR · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IJCHRPBBGHJDTOZJS37ENKQ7QQ}

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

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

Receipt and verification

First computed	2026-07-05T05:25:58.969880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

424478bc2131d239bb2996fe46aa1f84148e068eb255a96e5a454c293f1dc179

Aliases

arxiv: 2212.08567 · arxiv_version: 2212.08567v1 · doi: 10.48550/arxiv.2212.08567 · pith_short_12: IJCHRPBBGHJD · pith_short_16: IJCHRPBBGHJDTOZJ · pith_short_8: IJCHRPBB

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/IJCHRPBBGHJDTOZJS37ENKQ7QQ \
  | 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: 424478bc2131d239bb2996fe46aa1f84148e068eb255a96e5a454c293f1dc179

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47023c0b6e804eb3b8a97fcabed2636f904938fffdc499ddbf00472d005a2762",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-15T14:15:29Z",
    "title_canon_sha256": "fc0bfb55fb28913e02ddbf962719ddabf05b570cdffa13f746b5034d5a134986"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08567",
    "kind": "arxiv",
    "version": 1
  }
}