Pith Number

pith:LUDP2WLW

pith:2018:LUDP2WLW5RDYBE6HODPF2Y5HPB

not attested not anchored not stored refs pending

Specification-Guided Safety Verification for Feedforward Neural Networks

Hoang-Dung Tran, Taylor T. Johnson, Weiming Xiang

arxiv:1812.06161 v1 · 2018-12-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LUDP2WLW5RDYBE6HODPF2Y5HPB}

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	2026-05-17T23:58:12.998060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d06fd5976ec478093c770de5d63a778705263f803a1ea1f578ab8e22f69e9c2

Aliases

arxiv: 1812.06161 · arxiv_version: 1812.06161v1 · doi: 10.48550/arxiv.1812.06161 · pith_short_12: LUDP2WLW5RDY · pith_short_16: LUDP2WLW5RDYBE6H · pith_short_8: LUDP2WLW

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/LUDP2WLW5RDYBE6HODPF2Y5HPB \
  | 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: 5d06fd5976ec478093c770de5d63a778705263f803a1ea1f578ab8e22f69e9c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f0e8f9e0bc70ad07573038fcaa36050c91ae60b4da0169f1464ded80fbb8aa2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-14T20:47:54Z",
    "title_canon_sha256": "66cf1c0f6abb0bd56b615c27fdcd1aaeeeda651ab0a35e2466f749bac58f4964"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.06161",
    "kind": "arxiv",
    "version": 1
  }
}