Pith. sign in
Pith Number

pith:WXVF65I6

pith:2018:WXVF65I6QTYOWLB7T3ULG4MUVV
not attested not anchored not stored refs pending

Adversarial Sample Detection for Deep Neural Network through Model Mutation Testing

Guoliang Dong, Jingyi Wang, Jun Sun, Peixin Zhang, Xinyu Wang

arxiv:1812.05793 v2 · 2018-12-14 · cs.LG · cs.SE · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WXVF65I6QTYOWLB7T3ULG4MUVV}

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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.
Receipt and verification
First computed 2026-07-05T00:20:51.216124Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b5ea5f751e84f0eb2c3f9ee8b37194ad736746db7100fd334f265b559010ff99

Aliases

arxiv: 1812.05793 · arxiv_version: 1812.05793v2 · doi: 10.48550/arxiv.1812.05793 · pith_short_12: WXVF65I6QTYO · pith_short_16: WXVF65I6QTYOWLB7 · pith_short_8: WXVF65I6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WXVF65I6QTYOWLB7T3ULG4MUVV \
  | 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: b5ea5f751e84f0eb2c3f9ee8b37194ad736746db7100fd334f265b559010ff99
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "07af622d60c4bac90e20cbb59a0f62289ca0a6342e9c1daf9c7f45e47ae41316",
    "cross_cats_sorted": [
      "cs.SE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-14T06:04:04Z",
    "title_canon_sha256": "c08eeb8d739dcec3c5962da90ce18d16a9fd3e54ee9a4fb9aa33176d19e6c6ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.05793",
    "kind": "arxiv",
    "version": 2
  }
}