Pith Number

pith:VU7623X5

pith:2025:VU7623X5TDF7HO2XVN5ILJGNM2

not attested not anchored not stored refs pending

Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement

Bo Yang, Chao Shen, Chenhao Lin, Lu Zhou, Yuchen Ren, Zhe Liu, Zhengyu Zhao

arxiv:2503.15404 v1 · 2025-03-19 · cs.CV · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VU7623X5TDF7HO2XVN5ILJGNM2}

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.

Cited by

1 paper in Pith

TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization

Receipt and verification

First computed	2026-07-05T10:35:25.621532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad3fed6efd98cbf3bb57ab7a85a4cd66a54a34bd7e0d4251f661de25eb082c18

Aliases

arxiv: 2503.15404 · arxiv_version: 2503.15404v1 · doi: 10.48550/arxiv.2503.15404 · pith_short_12: VU7623X5TDF7 · pith_short_16: VU7623X5TDF7HO2X · pith_short_8: VU7623X5

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/VU7623X5TDF7HO2XVN5ILJGNM2 \
  | 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: ad3fed6efd98cbf3bb57ab7a85a4cd66a54a34bd7e0d4251f661de25eb082c18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6c3e76cada2462ff4e521018b3f8feb67ed4d2d2beb07bf6d5a9edf04233e1f",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-19T16:44:23Z",
    "title_canon_sha256": "6b4a4aa55f2c4cbdcb77a262ed14f97561e79b323f76f6e0bf751e478f9cf91a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15404",
    "kind": "arxiv",
    "version": 1
  }
}