Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Zongyu, Lin, Minhua, Zhang, Zhiwei, Wang, Fali, Zhang, Xianren, Zhang, Xiang, Wang, Suhang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Robustness Inspired Graph Backdoor Defense
by: Zhang, Zhiwei, et al.
Published: (2024)
by: Zhang, Zhiwei, et al.
Published: (2024)
Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
by: Lin, Minhua, et al.
Published: (2024)
by: Lin, Minhua, et al.
Published: (2024)
Membership Inference Attacks against Large Vision-Language Models
by: Li, Zhan, et al.
Published: (2024)
by: Li, Zhan, et al.
Published: (2024)
Membership Inference Attack Against Masked Image Modeling
by: Li, Zheng, et al.
Published: (2024)
by: Li, Zheng, et al.
Published: (2024)
Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective
by: Zhang, Zhiwei, et al.
Published: (2024)
by: Zhang, Zhiwei, et al.
Published: (2024)
Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Models
by: Luo, Zihao, et al.
Published: (2024)
by: Luo, Zihao, et al.
Published: (2024)
Similarity Distribution based Membership Inference Attack on Person Re-identification
by: Gao, Junyao, et al.
Published: (2022)
by: Gao, Junyao, et al.
Published: (2022)
A Cross-Modal Prompt Injection Attack against Large Vision-Language Models with Image-Only Perturbation
by: Yang, Hao, et al.
Published: (2026)
by: Yang, Hao, et al.
Published: (2026)
VidLeaks: Membership Inference Attacks Against Text-to-Video Models
by: Wang, Li, et al.
Published: (2026)
by: Wang, Li, et al.
Published: (2026)
Are Neuro-Inspired Multi-Modal Vision-Language Models Resilient to Membership Inference Privacy Leakage?
by: Amebley, David, et al.
Published: (2025)
by: Amebley, David, et al.
Published: (2025)
AutoMIA: Improved Baselines for Membership Inference Attack via Agentic Self-Exploration
by: Liu, Ruhao, et al.
Published: (2026)
by: Liu, Ruhao, et al.
Published: (2026)
BadViM: Backdoor Attack against Vision Mamba
by: Wu, Yinghao, et al.
Published: (2025)
by: Wu, Yinghao, et al.
Published: (2025)
Membership Inference Attacks on Vision-Language-Action Models
by: Peng, Yuefeng, et al.
Published: (2026)
by: Peng, Yuefeng, et al.
Published: (2026)
White-box Membership Inference Attacks against Diffusion Models
by: Pang, Yan, et al.
Published: (2023)
by: Pang, Yan, et al.
Published: (2023)
A Probabilistic Fluctuation based Membership Inference Attack for Diffusion Models
by: Fu, Wenjie, et al.
Published: (2023)
by: Fu, Wenjie, et al.
Published: (2023)
Do Multimodal RAG Systems Leak Data? A Comprehensive Evaluation of Membership Inference and Image Caption Retrieval Attacks
by: Al-Lawati, Ali, et al.
Published: (2026)
by: Al-Lawati, Ali, et al.
Published: (2026)
Towards Black-Box Membership Inference Attack for Diffusion Models
by: Li, Jingwei, et al.
Published: (2024)
by: Li, Jingwei, et al.
Published: (2024)
Backdoor Attacks against Image-to-Image Networks
by: Jiang, Wenbo, et al.
Published: (2024)
by: Jiang, Wenbo, et al.
Published: (2024)
Goal-oriented Backdoor Attack against Vision-Language-Action Models via Physical Objects
by: Zhou, Zirun, et al.
Published: (2025)
by: Zhou, Zirun, et al.
Published: (2025)
Revisiting Data Auditing in Large Vision-Language Models
by: Zhu, Hongyu, et al.
Published: (2025)
by: Zhu, Hongyu, et al.
Published: (2025)
An Effective and Resilient Backdoor Attack Framework against Deep Neural Networks and Vision Transformers
by: Gong, Xueluan, et al.
Published: (2024)
by: Gong, Xueluan, et al.
Published: (2024)
Leveraging Membership Inference Attacks for Privacy Measurement in Federated Learning for Remote Sensing Images
by: Duong, Anh-Kiet, et al.
Published: (2026)
by: Duong, Anh-Kiet, et al.
Published: (2026)
Benchmarking Large Multimodal Models against Common Corruptions
by: Zhang, Jiawei, et al.
Published: (2024)
by: Zhang, Jiawei, et al.
Published: (2024)
Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion Models
by: Zhang, Lei, et al.
Published: (2025)
by: Zhang, Lei, et al.
Published: (2025)
Megatron: Evasive Clean-Label Backdoor Attacks against Vision Transformer
by: Gong, Xueluan, et al.
Published: (2024)
by: Gong, Xueluan, et al.
Published: (2024)
ImpMIA: Leveraging Implicit Bias for Membership Inference Attack
by: Golbari, Yuval, et al.
Published: (2025)
by: Golbari, Yuval, et al.
Published: (2025)
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
by: Zhai, Shengfang, et al.
Published: (2024)
by: Zhai, Shengfang, et al.
Published: (2024)
Synthetic Image Learning: Preserving Performance and Preventing Membership Inference Attacks
by: Lomurno, Eugenio, et al.
Published: (2024)
by: Lomurno, Eugenio, et al.
Published: (2024)
A Method to Facilitate Membership Inference Attacks in Deep Learning Models
by: Chen, Zitao, et al.
Published: (2024)
by: Chen, Zitao, et al.
Published: (2024)
Reference Recommendation based Membership Inference Attack against Hybrid-based Recommender Systems
by: Chi, Xiaoxiao, et al.
Published: (2025)
by: Chi, Xiaoxiao, et al.
Published: (2025)
Membership Inference Attacks Against Vision-Language Models
by: Hu, Yuke, et al.
Published: (2025)
by: Hu, Yuke, et al.
Published: (2025)
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models
by: Yin, Ziyi, et al.
Published: (2023)
by: Yin, Ziyi, et al.
Published: (2023)
CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning
by: Zhang, Jinghuai, et al.
Published: (2022)
by: Zhang, Jinghuai, et al.
Published: (2022)
Membership Inference Attacks on Tokenizers of Large Language Models
by: Tong, Meng, et al.
Published: (2025)
by: Tong, Meng, et al.
Published: (2025)
Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models
by: Chen, Zeyuan, et al.
Published: (2026)
by: Chen, Zeyuan, et al.
Published: (2026)
Membership Inference Attacks for Unseen Classes
by: Thaker, Pratiksha, et al.
Published: (2025)
by: Thaker, Pratiksha, et al.
Published: (2025)
Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey
by: Zhang, Chiyu, et al.
Published: (2024)
by: Zhang, Chiyu, et al.
Published: (2024)
Environmental Injection Attacks against GUI Agents in Realistic Dynamic Environments
by: Zhang, Yitong, et al.
Published: (2025)
by: Zhang, Yitong, et al.
Published: (2025)
A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations
by: Ye, Mang, et al.
Published: (2025)
by: Ye, Mang, et al.
Published: (2025)
When Memory Becomes a Vulnerability: Towards Multi-turn Jailbreak Attacks against Text-to-Image Generation Systems
by: Zhao, Shiqian, et al.
Published: (2025)
by: Zhao, Shiqian, et al.
Published: (2025)
Similar Items
-
Robustness Inspired Graph Backdoor Defense
by: Zhang, Zhiwei, et al.
Published: (2024) -
Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
by: Lin, Minhua, et al.
Published: (2024) -
Membership Inference Attacks against Large Vision-Language Models
by: Li, Zhan, et al.
Published: (2024) -
Membership Inference Attack Against Masked Image Modeling
by: Li, Zheng, et al.
Published: (2024) -
Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective
by: Zhang, Zhiwei, et al.
Published: (2024)