Pith Number

pith:SUWN7DFX

pith:2024:SUWN7DFX6YLLQ2OEJPX2YZW5BA

not attested not anchored not stored refs pending

Learning to Transform Dynamically for Better Adversarial Transferability

Chenliang Xu, Rongyi Zhu, Susan Liang, Zeliang Zhang, Zhuo Liu

arxiv:2405.14077 v2 · 2024-05-23 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SUWN7DFX6YLLQ2OEJPX2YZW5BA}

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	2026-07-05T08:47:52.155297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

952cdf8cb7f616b869c44befac66dd080f84d5692cccea84f64f18ca9c21b8e9

Aliases

arxiv: 2405.14077 · arxiv_version: 2405.14077v2 · doi: 10.48550/arxiv.2405.14077 · pith_short_12: SUWN7DFX6YLL · pith_short_16: SUWN7DFX6YLLQ2OE · pith_short_8: SUWN7DFX

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/SUWN7DFX6YLLQ2OEJPX2YZW5BA \
  | 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: 952cdf8cb7f616b869c44befac66dd080f84d5692cccea84f64f18ca9c21b8e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62bf97e64967896b5b91483a2e6c34a6a3f1a9703367898f6baf84a5954e063c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-23T00:46:53Z",
    "title_canon_sha256": "7dd9b64a5b2903e7eabceac4f409c39b65dae4fbe2ddd66c404f80402b59aabf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14077",
    "kind": "arxiv",
    "version": 2
  }
}