Pith Number

pith:Z2SFC7QM

pith:2017:Z2SFC7QMNVREAWQ4RXZ5IEYRZG

not attested not anchored not stored refs pending

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models

Cho-Jui Hsieh, Huan Zhang, Jinfeng Yi, Pin-Yu Chen, Yash Sharma

arxiv:1708.03999 v2 · 2017-08-14 · stat.ML · cs.CR · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z2SFC7QMNVREAWQ4RXZ5IEYRZG}

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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

Distributed Black-Box Optimization via Error Correcting Codes

Receipt and verification

First computed	2026-05-18T00:31:30.825410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cea4517e0c6d62405a1c8df3d41311c980ab4c94255d8e98caf6ca79acdbbea6

Aliases

arxiv: 1708.03999 · arxiv_version: 1708.03999v2 · doi: 10.48550/arxiv.1708.03999 · pith_short_12: Z2SFC7QMNVRE · pith_short_16: Z2SFC7QMNVREAWQ4 · pith_short_8: Z2SFC7QM

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/Z2SFC7QMNVREAWQ4RXZ5IEYRZG \
  | 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: cea4517e0c6d62405a1c8df3d41311c980ab4c94255d8e98caf6ca79acdbbea6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98eda52e8471eb5d5458c4b3482f7fe3deeda008b6d366c5367ea432586d8f19",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-08-14T03:48:03Z",
    "title_canon_sha256": "a5dde9f4d89853c1e6f48f631b699599d5f68fc96e88125ca4c74f91da03909f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.03999",
    "kind": "arxiv",
    "version": 2
  }
}