Pith Number

pith:JFSBWMKS

pith:2023:JFSBWMKSTYBZTBUB4IQX44VIWH

not attested not anchored not stored refs pending

Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples

Hao Chen, Qizhang Li, Wangmeng Zuo, Yiwen Guo

arxiv:2302.05086 v3 · 2023-02-10 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JFSBWMKSTYBZTBUB4IQX44VIWH}

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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 Adversarial Transferability via Component-Wise Transformation

Receipt and verification

First computed	2026-07-05T06:32:36.569363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49641b31529e03998681e2217e72a8b1c72f68b42d62124b7d359bb197a47f59

Aliases

arxiv: 2302.05086 · arxiv_version: 2302.05086v3 · doi: 10.48550/arxiv.2302.05086 · pith_short_12: JFSBWMKSTYBZ · pith_short_16: JFSBWMKSTYBZTBUB · pith_short_8: JFSBWMKS

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/JFSBWMKSTYBZTBUB4IQX44VIWH \
  | 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: 49641b31529e03998681e2217e72a8b1c72f68b42d62124b7d359bb197a47f59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8e47becb6c65f272bef1b22058bf8c0835ffeb13a1617aff58d2fbad91e2106",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-10T07:08:13Z",
    "title_canon_sha256": "4928052e17f93f0f1b4f8d2b18134e13499c21fd71157bda9a2e1e998f6e61c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.05086",
    "kind": "arxiv",
    "version": 3
  }
}