Pith Number

pith:TL2SYUWY

pith:2025:TL2SYUWYJD4FF5WJJ7BRROBPFX

not attested not anchored not stored refs pending

ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers

Hanwen Cao, Haobo Lu, Kun He, Xiaosen Wang

arxiv:2508.12384 v1 · 2025-08-17 · 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{TL2SYUWYJD4FF5WJJ7BRROBPFX}

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	2026-07-05T11:55:04.799920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9af52c52d848f852f6c94fc318b82f2dd64693a9db1bc465b579e7c73cd76372

Aliases

arxiv: 2508.12384 · arxiv_version: 2508.12384v1 · doi: 10.48550/arxiv.2508.12384 · pith_short_12: TL2SYUWYJD4F · pith_short_16: TL2SYUWYJD4FF5WJ · pith_short_8: TL2SYUWY

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/TL2SYUWYJD4FF5WJJ7BRROBPFX \
  | 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: 9af52c52d848f852f6c94fc318b82f2dd64693a9db1bc465b579e7c73cd76372

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0893fbbf0fabc307416ec9a2212a2a1ac91e444d66ff638f6a525c77b0eba38",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-17T14:47:31Z",
    "title_canon_sha256": "af0bb1f54f7bb4ab7105d555b87d383aa28c217affec0ca7b5c45a39c4525d11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12384",
    "kind": "arxiv",
    "version": 1
  }
}