Pith Number

pith:2WYH4XSA

pith:2022:2WYH4XSA4ACRU5CRPPTDS462E3

not attested not anchored not stored refs pending

Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective

Bohang Zhang, Di He, Du Jiang, Liwei Wang

arxiv:2210.01787 v3 · 2022-10-04 · cs.LG · cs.AI · 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{2WYH4XSA4ACRU5CRPPTDS462E3}

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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

Enhancing generalization in high energy physics using white-box adversarial attacks

Receipt and verification

First computed	2026-07-05T05:10:58.576966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5b07e5e40e0051a74517be63973da26c94f6f90c5728aea1963fd4de1f78d35

Aliases

arxiv: 2210.01787 · arxiv_version: 2210.01787v3 · doi: 10.48550/arxiv.2210.01787 · pith_short_12: 2WYH4XSA4ACR · pith_short_16: 2WYH4XSA4ACRU5CR · pith_short_8: 2WYH4XSA

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/2WYH4XSA4ACRU5CRPPTDS462E3 \
  | 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: d5b07e5e40e0051a74517be63973da26c94f6f90c5728aea1963fd4de1f78d35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c5d2e7f08110b4ddeff93e9f1b4ff0f7b942b1fa8bb0bc55e515956b9eb1fe1",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-04T17:55:27Z",
    "title_canon_sha256": "e70ed336d3cf8579b007c0ab4e0f3b572ca5f7ab0ffb8f6c47728727ba670460"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01787",
    "kind": "arxiv",
    "version": 3
  }
}