Pith Number

pith:J2PB2LJG

pith:2025:J2PB2LJGUNORKN55BTDPJEP3S2

not attested not anchored not stored refs pending

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment

Bo Li, Chao Du, Sensen Gao, Simeng Qin, Tianyu Pang, Xiaojun Jia, Xinfeng Li, Yang Liu, Yihao Huang, Yiming Li

arxiv:2505.21494 v1 · 2025-05-27 · 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{J2PB2LJGUNORKN55BTDPJEP3S2}

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

9 papers in Pith

On Adversarial Vulnerability of Vision-Language Models through the Lens of Intermediate Spectral Subspaces

MIRAGE: Protecting against Malicious Image Editing via False Moderation

REALM: A Unified Red-Teaming Benchmark for Physical-World VLMs

MIRAGE: Protecting against Malicious Image Editing via False Moderation

CogniVerse: Revolutionizing Multi-Modal Retrieval-Augmented Generation with Cognitive Reflection and Geometric Reasoning

Receipt and verification

First computed	2026-07-05T11:10:42.802223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e9e1d2d26a35d1537bd0cc6f491fb969d99c6df2a895af390bdcb9ddf2f9db4

Aliases

arxiv: 2505.21494 · arxiv_version: 2505.21494v1 · doi: 10.48550/arxiv.2505.21494 · pith_short_12: J2PB2LJGUNOR · pith_short_16: J2PB2LJGUNORKN55 · pith_short_8: J2PB2LJG

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/J2PB2LJGUNORKN55BTDPJEP3S2 \
  | 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: 4e9e1d2d26a35d1537bd0cc6f491fb969d99c6df2a895af390bdcb9ddf2f9db4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bc5334415ce1591034afbd2e75275d5f543b9fc0c672cff4210e7ac75e08567",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-27T17:56:57Z",
    "title_canon_sha256": "7bd0fe02f08b10393cd5c2b06f6877da5455a61d8e5c3f99ad42b5481c8a90d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21494",
    "kind": "arxiv",
    "version": 1
  }
}