Pith Number

pith:NHUAW5DC

pith:2018:NHUAW5DCMISSI4TCFKY7SNR4U4

not attested not anchored not stored refs pending

Robustness of Rotation-Equivariant Networks to Adversarial Perturbations

Beranger Dumont, Pablo Montalvo, Simona Maggio

arxiv:1802.06627 v2 · 2018-02-19 · cs.CV · cs.CR · 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{NHUAW5DCMISSI4TCFKY7SNR4U4}

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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

2 papers in Pith

Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness

Lipschitz Optimization for Formal Verification of Homographies

Receipt and verification

First computed	2026-05-18T00:15:46.584813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69e80b746262252472622ab1f9363ca73da97f766d6207b73d0728d15830af7b

Aliases

arxiv: 1802.06627 · arxiv_version: 1802.06627v2 · doi: 10.48550/arxiv.1802.06627 · pith_short_12: NHUAW5DCMISS · pith_short_16: NHUAW5DCMISSI4TC · pith_short_8: NHUAW5DC

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/NHUAW5DCMISSI4TCFKY7SNR4U4 \
  | 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: 69e80b746262252472622ab1f9363ca73da97f766d6207b73d0728d15830af7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9df9ba5c373b744a3151dc77bfc6e974286552881b2efe532f947ebe1de7a391",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-02-19T13:49:15Z",
    "title_canon_sha256": "012b96414872e32da8b1fadeb3687e19e4259c8233bacd4e2cb3cdd5edd7c1f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.06627",
    "kind": "arxiv",
    "version": 2
  }
}