Pith Number

pith:NND4ZIPS

pith:2026:NND4ZIPS3PAK5W2VJFR7HHRT4Y

not attested not anchored not stored refs pending

Stage-wise Attention-Guided Region Sequencing for Adversarial Attacks on Large Vision-Language Models

Boryeong Cho, Jaehyun Kwak, Nam Cao, Segyu Lee, Se-Young Yun, Sumyeong Ahn

arxiv:2602.04356 v2 · 2026-02-04 · 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{NND4ZIPS3PAK5W2VJFR7HHRT4Y}

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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.

Receipt and verification

First computed	2026-07-07T02:18:34.111464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b47cca1f2dbc0aedb554963f39e33e6388612092b268ee515425bff43882ad0

Aliases

arxiv: 2602.04356 · arxiv_version: 2602.04356v2 · doi: 10.48550/arxiv.2602.04356 · pith_short_12: NND4ZIPS3PAK · pith_short_16: NND4ZIPS3PAK5W2V · pith_short_8: NND4ZIPS

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/NND4ZIPS3PAK5W2VJFR7HHRT4Y \
  | 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: 6b47cca1f2dbc0aedb554963f39e33e6388612092b268ee515425bff43882ad0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4755e4e17f598266a788e0907e0c9351e12f25b60f321a47aa798437a38ee341",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-02-04T09:29:10Z",
    "title_canon_sha256": "e8108a77ee696c47d488b1e9c06e5c46bef8d4c04c5e826d29e7473994b955f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.04356",
    "kind": "arxiv",
    "version": 2
  }
}