Pith Number

pith:Q6TUQA2A

pith:2025:Q6TUQA2AIJLE2IDHIO3MI6QHLO

not attested not anchored not stored refs pending

Universal Adversarial Attack on Aligned Multimodal LLMs

Andrey Kuznetsov, Anton Razzhigaev, Matvey Mikhalchuk, Nikita Kurdiukov, Polina Druzhinina, Temurbek Rahmatullaev

arxiv:2502.07987 v3 · 2025-02-11 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q6TUQA2AIJLE2IDHIO3MI6QHLO}

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.

Cited by

2 papers in Pith

Breaking the Illusion: Consensus-Based Generative Mitigation of Adversarial Illusions in Multi-Modal Embeddings

VisInject: Disruption != Injection -- A Dual-Dimension Evaluation of Universal Adversarial Attacks on Vision-Language Models

Receipt and verification

First computed	2026-07-05T11:16:06.088839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87a748034042564d206743b6c47a075b97ae7ed330f23b45e418c4b3d1d99da1

Aliases

arxiv: 2502.07987 · arxiv_version: 2502.07987v3 · doi: 10.48550/arxiv.2502.07987 · pith_short_12: Q6TUQA2AIJLE · pith_short_16: Q6TUQA2AIJLE2IDH · pith_short_8: Q6TUQA2A

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/Q6TUQA2AIJLE2IDHIO3MI6QHLO \
  | 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: 87a748034042564d206743b6c47a075b97ae7ed330f23b45e418c4b3d1d99da1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61a9691a79d172271b39ad2ad6db02720fad7f65fe526405daf662d372d52c87",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-11T22:07:47Z",
    "title_canon_sha256": "861a42a517fe43e5dac7009f0ec42bb3e8e419aa7414963e483f0d64a49e0b9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07987",
    "kind": "arxiv",
    "version": 3
  }
}