Pith Number

pith:3FVZQ2PM

pith:2022:3FVZQ2PMOV2VUUEAZ3ROMXHYA4

not attested not anchored not stored refs pending

Specifying and Testing $k$-Safety Properties for Machine-Learning Models

Adish Singla, Hasan Ferit Eniser, J\"org Hoffmann, Maria Christakis, Valentin W\"ustholz

arxiv:2206.06054 v1 · 2022-06-13 · cs.LG · 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{3FVZQ2PMOV2VUUEAZ3ROMXHYA4}

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

Neural Network Verification is a Programming Language Challenge

Receipt and verification

First computed	2026-07-05T04:31:14.570390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d96b9869ec75755a5080cee2e65cf80705e68d19476942b556ef04220ba44554

Aliases

arxiv: 2206.06054 · arxiv_version: 2206.06054v1 · doi: 10.48550/arxiv.2206.06054 · pith_short_12: 3FVZQ2PMOV2V · pith_short_16: 3FVZQ2PMOV2VUUEA · pith_short_8: 3FVZQ2PM

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/3FVZQ2PMOV2VUUEAZ3ROMXHYA4 \
  | 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: d96b9869ec75755a5080cee2e65cf80705e68d19476942b556ef04220ba44554

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c8999d0b91de6c6be8271cfe2d2a3c6b0f7313a5c1e61e466a64887e5b019c4",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-13T11:35:55Z",
    "title_canon_sha256": "6dc60fe378fb293804c6ff4e803cc254485522ac399d2a243efbd2d8df89228c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06054",
    "kind": "arxiv",
    "version": 1
  }
}