Pith Number

pith:4NCJSGRE

pith:2018:4NCJSGREHF2JA2GAUUCUYUG3LJ

not attested not anchored not stored refs pending

Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach

Cho-Jui Hsieh, Dong Su, Huan Zhang, Jinfeng Yi, Luca Daniel, Pin-Yu Chen, Tsui-Wei Weng, Yupeng Gao

arxiv:1801.10578 v1 · 2018-01-31 · stat.ML · 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{4NCJSGREHF2JA2GAUUCUYUG3LJ}

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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

Experimental robustness benchmarking of quantum neural networks on a superconducting quantum processor

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

Receipt and verification

First computed	2026-05-18T00:24:40.441294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e344991a2439749068c0a5054c50db5a56af239a550168336590d396e1837ab4

Aliases

arxiv: 1801.10578 · arxiv_version: 1801.10578v1 · doi: 10.48550/arxiv.1801.10578 · pith_short_12: 4NCJSGREHF2J · pith_short_16: 4NCJSGREHF2JA2GA · pith_short_8: 4NCJSGRE

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/4NCJSGREHF2JA2GAUUCUYUG3LJ \
  | 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: e344991a2439749068c0a5054c50db5a56af239a550168336590d396e1837ab4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3ca939fdf3bea3e0c0d74ec8e599a2fe68dbe94bdeac13e44c3c7fa929812ce",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-01-31T17:51:32Z",
    "title_canon_sha256": "f24e8bb7b016dcc82d501fa1d2eca438151a35ca2b116372e02bb8c5db6f2eed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.10578",
    "kind": "arxiv",
    "version": 1
  }
}