Pith Number

pith:CN5LGE5H

pith:2024:CN5LGE5HDTNNVHPEAUKON6UZPR

not attested not anchored not stored refs pending

Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory

Ivor Tsang, Qing Guo, Sensen Gao, Xiaojun Jia, Xuhong Ren

arxiv:2403.12445 v3 · 2024-03-19 · cs.CV

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\usepackage{pith}
\pithnumber{CN5LGE5HDTNNVHPEAUKON6UZPR}

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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

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment

Receipt and verification

First computed	2026-07-05T08:43:27.233085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

137ab313a71cdada9de40514e6fa997c41a3ee408966b72bbdeb2cfdd0df1e08

Aliases

arxiv: 2403.12445 · arxiv_version: 2403.12445v3 · doi: 10.48550/arxiv.2403.12445 · pith_short_12: CN5LGE5HDTNN · pith_short_16: CN5LGE5HDTNNVHPE · pith_short_8: CN5LGE5H

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/CN5LGE5HDTNNVHPEAUKON6UZPR \
  | 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: 137ab313a71cdada9de40514e6fa997c41a3ee408966b72bbdeb2cfdd0df1e08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "858ce15059f9cd679ee8ad9e4216b58ebcbd2dbb3a3c744d7a0377e77f950c28",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-19T05:10:10Z",
    "title_canon_sha256": "edfe97c73fed8d45f0e5960c91e1e0249d2601aa733f59d9937a3498656a8599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12445",
    "kind": "arxiv",
    "version": 3
  }
}