Pith Number

pith:5HLM6Q7U

pith:2023:5HLM6Q7UZG2YA2VFGQ4BQ67Y6M

not attested not anchored not stored refs pending

Certifiable Black-Box Attacks with Randomized Adversarial Examples: Breaking Defenses with Provable Confidence

Binghui Wang, Hanbin Hong, Xinyu Zhang, Yuan Hong, Zhongjie Ba

arxiv:2304.04343 v3 · 2023-04-10 · cs.LG · cs.CR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5HLM6Q7UZG2YA2VFGQ4BQ67Y6M}

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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

Enhancing Stateful Detection of Adversarial Attacks with Soft-labels' Temporality and Robust Similarity Approximations

Receipt and verification

First computed	2026-07-05T09:03:47.036868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9d6cf43f4c9b5806aa53438187bf8f327295c7b14813b8a5f3e759752487ba7

Aliases

arxiv: 2304.04343 · arxiv_version: 2304.04343v3 · doi: 10.48550/arxiv.2304.04343 · pith_short_12: 5HLM6Q7UZG2Y · pith_short_16: 5HLM6Q7UZG2YA2VF · pith_short_8: 5HLM6Q7U

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/5HLM6Q7UZG2YA2VFGQ4BQ67Y6M \
  | 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: e9d6cf43f4c9b5806aa53438187bf8f327295c7b14813b8a5f3e759752487ba7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37d75e45fe68ed18860b94e1a55128bbfbd9df1dbcfc3ad6bcc1c192f19df3a7",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-10T01:12:09Z",
    "title_canon_sha256": "e264d3e96d672e917c620880db383666dacad810c456c81f8e6ba164ee16eaf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.04343",
    "kind": "arxiv",
    "version": 3
  }
}