Pith Number

pith:OZAZPDIB

pith:2025:OZAZPDIBRTYHJBJKVQW6TNPQOY

not attested not anchored not stored refs pending

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

Amira Guesmi, Bassem Ouni, Muhammad Shafique

arxiv:2505.19613 v2 · 2025-05-26 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZAZPDIBRTYHJBJKVQW6TNPQOY}

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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

Frequency-Domain Regularized Adversarial Alignment for Transferable Attacks against Closed-Source MLLMs

Receipt and verification

First computed	2026-07-05T12:09:18.205582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7641978d018cf074852aac2de9b5f0763c2bf4cc542f5af74036e02da9bdfaeb

Aliases

arxiv: 2505.19613 · arxiv_version: 2505.19613v2 · doi: 10.48550/arxiv.2505.19613 · pith_short_12: OZAZPDIBRTYH · pith_short_16: OZAZPDIBRTYHJBJK · pith_short_8: OZAZPDIB

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/OZAZPDIBRTYHJBJKVQW6TNPQOY \
  | 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: 7641978d018cf074852aac2de9b5f0763c2bf4cc542f5af74036e02da9bdfaeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca8ac1f86b6166646dc3feab0532fb216f5f91b5d9a825045fb4c230b79f8f4b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-26T07:30:00Z",
    "title_canon_sha256": "25ebc292b83b8b0b7ef2d757c0406d814ae0d72233c726e5562b48a20a6d108a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19613",
    "kind": "arxiv",
    "version": 2
  }
}