Cover Image

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ju, Tianjie, Hua, Yi, Fei, Hao, Shao, Zhenyu, Zheng, Yubin, Zhao, Haodong, Lee, Mong-Li, Hsu, Wynne, Zhang, Zhuosheng, Liu, Gongshen
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Probing then Editing Response Personality of Large Language Models
by: Ju, Tianjie, et al.
Published: (2025)

On the Adaptive Psychological Persuasion of Large Language Models
by: Ju, Tianjie, et al.
Published: (2025)

When Disagreements Elicit Robustness: Investigating Self-Repair Capabilities under LLM Multi-Agent Disagreements
by: Ju, Tianjie, et al.
Published: (2025)

Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models
by: Ju, Tianjie, et al.
Published: (2024)

Disagreements in Reasoning: How a Model's Thinking Process Dictates Persuasion in Multi-Agent Systems
by: Zhao, Haodong, et al.
Published: (2025)

SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection
by: Qi, Peng, et al.
Published: (2024)

Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks
by: Wu, Zongru, et al.
Published: (2025)

Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection
by: Yan, Zehong, et al.
Published: (2025)

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models
by: Cheng, Pengzhou, et al.
Published: (2024)

Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents
by: Cheng, Pengzhou, et al.
Published: (2025)

NSmark: Null Space Based Black-box Watermarking Defense Framework for Language Models
by: Zhao, Haodong, et al.
Published: (2024)

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
by: Ju, Tianjie, et al.
Published: (2024)

Thinking in a Crowd: How Auxiliary Information Shapes LLM Reasoning
by: Zhao, Haodong, et al.
Published: (2025)

How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study
by: Ju, Tianjie, et al.
Published: (2024)

Multi-Part Object Representations via Graph Structures and Co-Part Discovery
by: Foo, Alex, et al.
Published: (2025)

LEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object Detection
by: Wu, Lanhu, et al.
Published: (2025)

ChronoFact: Timeline-based Temporal Fact Verification
by: Barik, Anab Maulana, et al.
Published: (2024)

Faithful Logical Reasoning via Symbolic Chain-of-Thought
by: Xu, Jundong, et al.
Published: (2024)

See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles
by: Wu, Zongru, et al.
Published: (2025)

On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024)

Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation
by: Deng, Zehao, et al.
Published: (2025)

Transferring Backdoors between Large Language Models by Knowledge Distillation
by: Cheng, Pengzhou, et al.
Published: (2024)

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents
by: Li, Bobo, et al.
Published: (2025)

Do Latent Tokens Think? A Causal and Adversarial Analysis of Chain-of-Continuous-Thought
by: Zhang, Yuyi, et al.
Published: (2025)

TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection
by: Yan, Zehong, et al.
Published: (2025)

Orthogonal Spatial-temporal Distributional Transfer for 4D Generation
by: Liu, Wei, et al.
Published: (2026)

Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
by: Wu, Zongru, et al.
Published: (2024)

From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations
by: Wu, Shenghan, et al.
Published: (2025)

Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
by: Li, Bobo, et al.
Published: (2026)

Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space
by: Wu, Zongru, et al.
Published: (2024)

Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition
by: Fei, Hao, et al.
Published: (2024)

Multi-Modal Continual Learning via Cross-Modality Adapters and Representation Alignment with Knowledge Preservation
by: Chee, Evelyn, et al.
Published: (2025)

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models
by: He, Jiaming, et al.
Published: (2024)

Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding
by: Luo, Meng, et al.
Published: (2025)

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
by: Yang, Wenkai, et al.
Published: (2024)

LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision
by: Xu, Jundong, et al.
Published: (2025)

Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
by: Xu, Jundong, et al.
Published: (2024)

Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency
by: Zheng, Yubin, et al.
Published: (2024)

Cross-Domain Feature Augmentation for Domain Generalization
by: Liu, Yingnan, et al.
Published: (2024)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
by: Luo, Meng, et al.
Published: (2024)