Pith Number

pith:A7ZIWVBK

pith:2018:A7ZIWVBKLJDH6FYOUDQPBYDFT5

not attested not anchored not stored refs pending

Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing

Jingyi Wang, Jun Sun, Peixin Zhang, Xinyu Wang

arxiv:1805.05010 v2 · 2018-05-14 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{A7ZIWVBKLJDH6FYOUDQPBYDFT5}

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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

Efficient Mutation Testing of Quantum Machine Learning Models

Receipt and verification

First computed	2026-05-18T00:15:46.284425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07f28b542a5a467f170ea0e0f0e0659f7394e51bd14d4c2d2fb0a125e1effcb4

Aliases

arxiv: 1805.05010 · arxiv_version: 1805.05010v2 · doi: 10.48550/arxiv.1805.05010 · pith_short_12: A7ZIWVBKLJDH · pith_short_16: A7ZIWVBKLJDH6FYO · pith_short_8: A7ZIWVBK

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/A7ZIWVBKLJDH6FYOUDQPBYDFT5 \
  | 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: 07f28b542a5a467f170ea0e0f0e0659f7394e51bd14d4c2d2fb0a125e1effcb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f3cd453dae04dc2a321bfb89a1d80344f891e3ff3e73a87e9cf0a2294f7b5d1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-14T04:48:24Z",
    "title_canon_sha256": "ffb4f79368273f0aa2a72050bc95ed975651574b2e3ddcd3662c812ff12d2913"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.05010",
    "kind": "arxiv",
    "version": 2
  }
}