Pith Number

pith:PINHT2G5

pith:2020:PINHT2G52E37QPJYO35NWNZQYI

not attested not anchored not stored refs pending

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Francesco Croce, Matthias Hein

arxiv:2003.01690 v2 · 2020-03-03 · cs.LG · cs.CV · 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{PINHT2G52E37QPJYO35NWNZQYI}

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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

5 papers in Pith

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NeuroTrace: Inference Provenance-Based Detection of Adversarial Examples

Auto-ART: Structured Literature Synthesis and Automated Adversarial Robustness Testing

Receipt and verification

First computed	2026-07-05T01:24:50.054562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a1a79e8ddd137f83d3876fadb3730c211439c6c33c1b51c8bfaa1e9222548d9

Aliases

arxiv: 2003.01690 · arxiv_version: 2003.01690v2 · doi: 10.48550/arxiv.2003.01690 · pith_short_12: PINHT2G52E37 · pith_short_16: PINHT2G52E37QPJY · pith_short_8: PINHT2G5

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/PINHT2G52E37QPJYO35NWNZQYI \
  | 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: 7a1a79e8ddd137f83d3876fadb3730c211439c6c33c1b51c8bfaa1e9222548d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adc00f51ef59f47cac6f05305409cad74a281ec5fa85cad10b91eab63ac70c37",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-03T18:15:55Z",
    "title_canon_sha256": "5b5a7dfc7be71f36f978c3dd1aa34a85d307bf71f474a12789e8a6e2ad00e9d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.01690",
    "kind": "arxiv",
    "version": 2
  }
}