Cover Image

Benchmarking Large Multimodal Models against Common Corruptions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Jiawei, Pang, Tianyu, Du, Chao, Ren, Yi, Li, Bo, Lin, Min
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Computation and Language Cryptography and Security Computer Vision and Pattern Recognition Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Test-Time Backdoor Attacks on Multimodal Large Language Models
by: Lu, Dong, et al.
Published: (2024)

Universally Unfiltered and Unseen:Input-Agnostic Multimodal Jailbreaks against Text-to-Image Model Safeguards
by: Yan, Song, et al.
Published: (2025)

DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
by: Zhao, Kangran, et al.
Published: (2025)

Improving Adversarial Transferability of Vision-Language Pre-training Models through Collaborative Multimodal Interaction
by: Fu, Jiyuan, et al.
Published: (2024)

VideoSTF: Stress-Testing Output Repetition in Video Large Language Models
by: Cao, Yuxin, et al.
Published: (2026)

Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step
by: Wang, Wenxuan, et al.
Published: (2024)

ByteNet: Rethinking Multimedia File Fragment Classification through Visual Perspectives
by: Liu, Wenyang, et al.
Published: (2024)

VVRec: Reconstruction Attacks on DL-based Volumetric Video Upstreaming via Latent Diffusion Model with Gamma Distribution
by: Lu, Rui, et al.
Published: (2025)

Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts
by: Gao, Hongcheng, et al.
Published: (2024)

Natural Language Induced Adversarial Images
by: Zhu, Xiaopei, et al.
Published: (2024)

A Multi-task Adversarial Attack Against Face Authentication
by: Wang, Hanrui, et al.
Published: (2024)

Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs
by: Li, Jinmin, et al.
Published: (2024)

Blind Deep-Learning-Based Image Watermarking Robust Against Geometric Transformations
by: Mareen, Hannes, et al.
Published: (2024)

Provably Secure Robust Image Steganography via Cross-Modal Error Correction
by: Qi, Yuang, et al.
Published: (2024)

From Attack to Protection: Leveraging Watermarking Attack Network for Advanced Add-on Watermarking
by: Nam, Seung-Hun, et al.
Published: (2020)

CoreMark: Toward Robust and Universal Text Watermarking Technique
by: Meng, Jiale, et al.
Published: (2025)

Wallcamera: Reinventing the Wheel?
by: Bourquard, Aurélien, et al.
Published: (2024)

Jailbreaking Attack against Multimodal Large Language Model
by: Niu, Zhenxing, et al.
Published: (2024)

TGIF2: Extended Text-Guided Inpainting Forgery Dataset & Benchmark
by: Mareen, Hannes, et al.
Published: (2026)

Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending
by: Pan, Yongyang, et al.
Published: (2024)

SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings
by: Lu, Weikai, et al.
Published: (2025)

Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models
by: Wu, Zongyu, et al.
Published: (2025)

Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
by: Gu, Xiangming, et al.
Published: (2024)

VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models
by: Li, Xiang, et al.
Published: (2023)

DKiS: Decay weight invertible image steganography with private key
by: Yang, Hang, et al.
Published: (2023)

BadCM: Invisible Backdoor Attack Against Cross-Modal Learning
by: Zhang, Zheng, et al.
Published: (2024)

TGIF: Text-Guided Inpainting Forgery Dataset
by: Mareen, Hannes, et al.
Published: (2024)

Is It Really You? Exploring Biometric Verification Scenarios in Photorealistic Talking-Head Avatar Videos
by: Pedrouzo-Rodriguez, Laura, et al.
Published: (2025)

SWIFT: Semantic Watermarking for Image Forgery Thwarting
by: Evennou, Gautier, et al.
Published: (2024)

Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing
by: Qi, Leyi, et al.
Published: (2026)

Denial-of-Service Poisoning Attacks against Large Language Models
by: Gao, Kuofeng, et al.
Published: (2024)

GalleryGPT: Analyzing Paintings with Large Multimodal Models
by: Bin, Yi, et al.
Published: (2024)

Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios
by: Qu, Jingen, et al.
Published: (2025)

Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
by: Huang, Xijie, et al.
Published: (2024)

Authenticated Contradictions from Desynchronized Provenance and Watermarking
by: Nemecek, Alexander, et al.
Published: (2026)

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation
by: Li, Yunxin, et al.
Published: (2024)

Image-Based Geolocation Using Large Vision-Language Models
by: Liu, Yi, et al.
Published: (2024)

Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study
by: Lee, DongGeon, et al.
Published: (2025)

BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators
by: Tian, Yu, et al.
Published: (2024)

Video2Roleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents
by: Zhang, Xueqiao, et al.
Published: (2025)