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Pith Number

pith:44QSIQJ2

pith:2019:44QSIQJ2K32UILGATEYJFXTD2C
not attested not anchored not stored refs pending

Deep Neural Rejection against Adversarial Examples

Ambra Demontis, Angelo Sotgiu, Battista Biggio, Fabio Roli, Giorgio Fumera, Marco Melis, Xiaoyi Feng

arxiv:1910.00470 v3 · 2019-10-01 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{44QSIQJ2K32UILGATEYJFXTD2C}

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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 2026-07-05T00:55:45.664532Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e72124413a56f5442cc0993092de63d0bddb931c1083a11efa5ce44485e1a491

Aliases

arxiv: 1910.00470 · arxiv_version: 1910.00470v3 · doi: 10.48550/arxiv.1910.00470 · pith_short_12: 44QSIQJ2K32U · pith_short_16: 44QSIQJ2K32UILGA · pith_short_8: 44QSIQJ2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/44QSIQJ2K32UILGATEYJFXTD2C \
  | 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: e72124413a56f5442cc0993092de63d0bddb931c1083a11efa5ce44485e1a491
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "151eaecac62cf3cac6d286100c5e1e4de66424e1204e6c2f83aee3c6c6a29321",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-10-01T15:08:34Z",
    "title_canon_sha256": "de9768c59a43e4295541de2a70a4cfc0beab9edda69f4b4e73c2a266d77c3e62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.00470",
    "kind": "arxiv",
    "version": 3
  }
}