Pan Zhou

MRAG-Corrupter: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation

Causal-CoT: Causal Chain-of-Thought for Validated Reasoning

RoboTrust: Evaluating the Interaction Trustworthiness of Multi-modal Large Language Models in Embodied Agents

RouteJudge: Benchmarking LLM-as-a-Judge with Routing Strategies

MMLU-Reason: Benchmarking Multi-Task Multi-modal Language Understanding and Reasoning

An Image Is Worth Ten Thousand Words: Verbose-Text Induction Attacks on VLMs

Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents

Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models

Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment

BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization

EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification

Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models

GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding

DAG-Jailbreak: Enhancing Black-box Jailbreak Attacks and Defenses through DAG Dependency Analysis

DEAL: High-Efficacy Privacy Attack on Retrieval-Augmented Generation Systems via LLM Optimizer

Adaptive Strategy Evolution for Generating Tailored Jailbreak Prompts against Black-Box Safety-Aligned LLMs

Are Large Vision-Language Models Robust to Adversarial Visual Transformations?