pith. sign in
Pith Number

pith:DDRH4JXD

pith:2018:DDRH4JXD22R6ZCYPPHPJ6PKBOE
not attested not anchored not stored refs pending

First-order Adversarial Vulnerability of Neural Networks and Input Dimension

Bernhard Sch\"olkopf, Carl-Johann Simon-Gabriel, David Lopez-Paz, L\'eon Bottou, Yann Ollivier

arxiv:1802.01421 v4 · 2018-02-05 · stat.ML · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DDRH4JXD22R6ZCYPPHPJ6PKBOE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-05-17T23:43:18.223543Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

18e27e26e3d6a3ec8b0f79de9f3d417101d101f48e0925070a6ff29c30e79133

Aliases

arxiv: 1802.01421 · arxiv_version: 1802.01421v4 · doi: 10.48550/arxiv.1802.01421 · pith_short_12: DDRH4JXD22R6 · pith_short_16: DDRH4JXD22R6ZCYP · pith_short_8: DDRH4JXD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DDRH4JXD22R6ZCYPPHPJ6PKBOE \
  | 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: 18e27e26e3d6a3ec8b0f79de9f3d417101d101f48e0925070a6ff29c30e79133
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2e53d400c7de466bccc73f98bf49aec94ceebec25cf8b125eeae7e10698138f3",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-02-05T14:36:44Z",
    "title_canon_sha256": "97f848851bed05af6799e0f6f6a700e4594479f61e5366a2698dd93c5e3f941c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.01421",
    "kind": "arxiv",
    "version": 4
  }
}