Pith Number

pith:F2HGAKBR

pith:2025:F2HGAKBRV7XIAUDRI7MTAYES5Y

not attested not anchored not stored refs pending

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Caixin Kang, Chi Chen, Fengxiang Wang, Hui Xue, Jialing Tao, Ranjie Duan, Shiji Zhao, Shouwei Ruan, Xingxing Wei, Yuefeng Chen

arxiv:2501.04931 v2 · 2025-01-09 · cs.CR · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2HGAKBRV7XIAUDRI7MTAYES5Y}

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

5 papers in Pith

Benign Inputs, Harmful Outputs: Cross-Modal Jailbreaking via Distributed Semantic Recomposition

PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking

GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems

Mosaic: Multimodal Jailbreak against Closed-Source VLMs via Multi-View Ensemble Optimization

Receipt and verification

First computed	2026-07-05T11:28:13.460024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e8e602831afee80507147d9306092ee1294cf3f30bb672e04dcfd0432b041a8

Aliases

arxiv: 2501.04931 · arxiv_version: 2501.04931v2 · doi: 10.48550/arxiv.2501.04931 · pith_short_12: F2HGAKBRV7XI · pith_short_16: F2HGAKBRV7XIAUDR · pith_short_8: F2HGAKBR

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/F2HGAKBRV7XIAUDRI7MTAYES5Y \
  | 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: 2e8e602831afee80507147d9306092ee1294cf3f30bb672e04dcfd0432b041a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15b73bb2752996a7eff5123f312e85ad48b5c162e77f08b2fbf37bf6385ab0e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-09T02:47:01Z",
    "title_canon_sha256": "ed8bd6495c959ac39f1035c3e1a9bc94b14b1bdfed628cecbe94e07a2593930a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04931",
    "kind": "arxiv",
    "version": 2
  }
}