Pith Number

pith:UROLBPRN

pith:2024:UROLBPRNUZW6CVGNWAHNMVMHH5

not attested not anchored not stored refs pending

A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends

Daizong Liu, Mingyu Yang, Pan Zhou, Wei Hu, Xiaoye Qu, Yu Cheng

arxiv:2407.07403 v2 · 2024-07-10 · cs.CV

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\usepackage{pith}
\pithnumber{UROLBPRNUZW6CVGNWAHNMVMHH5}

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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

8 papers in Pith

Localization then Neutralization: Gradient-guided Token Suppression against Visual Prompt Injection Attack

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

Hard-Label Black-Box Attacks on 3D Point Clouds

RedDiffuser: Auditing Multimodal Safety Failures in Vision-Language Models via Reinforced Diffusion

ORCA: An Agentic Reasoning Framework for Hallucination and Adversarial Robustness in Vision-Language Models

Receipt and verification

First computed	2026-07-05T08:42:55.292456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a45cb0be2da66de154cdb00ed655873f7793a8f621b790cf86fc2831155359bd

Aliases

arxiv: 2407.07403 · arxiv_version: 2407.07403v2 · doi: 10.48550/arxiv.2407.07403 · pith_short_12: UROLBPRNUZW6 · pith_short_16: UROLBPRNUZW6CVGN · pith_short_8: UROLBPRN

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/UROLBPRNUZW6CVGNWAHNMVMHH5 \
  | 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: a45cb0be2da66de154cdb00ed655873f7793a8f621b790cf86fc2831155359bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6e178b8a75f6b7e39a2b9c9b849c8ef1ac29e1d0be5334fe086e9479dc5f80b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-10T06:57:58Z",
    "title_canon_sha256": "44cabaadc30e8e94081f5128ff989aaa4b54e518a93970894cba5ce3ed454b50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07403",
    "kind": "arxiv",
    "version": 2
  }
}