Pith Number

pith:NEUTBJDF

pith:2023:NEUTBJDF25WAFNYWHVTH4A6FML

not attested not anchored not stored refs pending

Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks

Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi

arxiv:2310.04916 v1 · 2023-10-07 · math.OC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NEUTBJDF25WAFNYWHVTH4A6FML}

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	2026-07-05T06:58:24.564200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

692930a465d76c02b7163d667e03c562f8f26d1d0d954798c0e7335b45f10225

Aliases

arxiv: 2310.04916 · arxiv_version: 2310.04916v1 · doi: 10.48550/arxiv.2310.04916 · pith_short_12: NEUTBJDF25WA · pith_short_16: NEUTBJDF25WAFNYW · pith_short_8: NEUTBJDF

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/NEUTBJDF25WAFNYWHVTH4A6FML \
  | 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: 692930a465d76c02b7163d667e03c562f8f26d1d0d954798c0e7335b45f10225

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68cfe29bf74e9dfdf9afad3abdf9d6584b2df96a6d36679ef90a620d8b36390a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-10-07T21:07:45Z",
    "title_canon_sha256": "82b8f32d77d1426c120dee924f9b9be46faae4ca40806e53371bb80fe464700a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04916",
    "kind": "arxiv",
    "version": 1
  }
}