Pith Number

pith:CQTMGRSQ

pith:2017:CQTMGRSQODDOYFL2OIBJAKTGLP

not attested not anchored not stored refs pending

Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models

Jonas Rauber, Matthias Bethge, Wieland Brendel

arxiv:1712.04248 v2 · 2017-12-12 · stat.ML · cs.CR · cs.CV · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CQTMGRSQODDOYFL2OIBJAKTGLP}

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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

10 papers in Pith

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations

Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning

Hard-Label Black-Box Attacks on 3D Point Clouds

Accelerating Targeted Hard-Label Adversarial Attacks in Low-Query Black-Box Settings

Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods

Receipt and verification

First computed	2026-05-18T00:23:13.667870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1426c3465070c6ec157a7202902a665befe01f4cbd6ce308fbcbcf60385a51c8

Aliases

arxiv: 1712.04248 · arxiv_version: 1712.04248v2 · doi: 10.48550/arxiv.1712.04248 · pith_short_12: CQTMGRSQODDO · pith_short_16: CQTMGRSQODDOYFL2 · pith_short_8: CQTMGRSQ

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/CQTMGRSQODDOYFL2OIBJAKTGLP \
  | 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: 1426c3465070c6ec157a7202902a665befe01f4cbd6ce308fbcbcf60385a51c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "803b979287f982b49d23f28496bffc36e6f7e9a24a8725aed573f1b290fb9d5b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-12-12T11:36:26Z",
    "title_canon_sha256": "598b316f2e1de6fd21d7108d6bce0f306acdef8325b395b6b0a68ed22b1ed344"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04248",
    "kind": "arxiv",
    "version": 2
  }
}