Papers
IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks
Xiaoya Lu, Zeren Chen, Xuhao Hu et al.
Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition
Yue Liu, Zhongying Ru, Shimin Di et al.
Generic Adversarial Attack Framework Against Graph-based Vertical Federated Learning
Yimin Liu, Peng Jiang, Qi Liu et al.
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations
Xinwei Liu, Xiaojun Jia, Yuan Xun et al.
Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization
Tiantian Liu, Hongwei Yao, Feng Lin et al.
EchoBat: Echo-Vision Enhancement and Echo-Layered Sampling for Video LLMs Hallucination Mitigation
Shuai Liu, Da Chen, Yiheng Pan et al.
Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents
Zhixin Lin, Jungang Li, Shidong Pan et al.
SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision
Zhaoxu Li, Chenqi Kong, Yi Yu et al.
Model-Agnostic Sentiment Distribution Stability Analysis for Robust LLM-Generated Texts Detection
Siyuan Li, Xi Lin, Guangyan Li et al.
The Other Mind: How Language Models Exhibit Human Temporal Cognition
Lingyu Li, Yang Yao, Yixu Wang et al.
Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
Kunhao Li, Wenhao Li, Di Wu et al.
Machine Pareidolia: Protecting Facial Image with Emotional Editing
Binh M. Le, Simon S. Woo
DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection
Fanli Jin, Feng Lin, Gaojian Wang et al.
PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models
Wenzheng Jiang, Ke Liang, Xuankun Rong et al.
SceneJailEval: A Scenario-Adaptive Multi-Dimensional Framework for Jailbreak Evaluation
Lai Jiang, Yuekang Li, Xiaohan Zhang et al.
Higher-Order Responsibility
Junli Jiang, Pavel Naumov
MedOmni-45°: A Safety–Performance Benchmark for Reasoning-Oriented LLMs in Medicine
Kaiyuan Ji, Yijin Guo, Zicheng Zhang et al.
Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak
Haoxuan Ji, Zheng Lin, Zhenxing Niu et al.
Private Frequency Estimation via Residue Number Systems
Héber Hwang Arcolezi
Any2Critical: Safety-Critical Scenario Generation from Arbitrary Real-World Driving Contexts
Yao Huang, Yubo Chen, Ruochen Zhang et al.
Parameterized Abstract Interpretation for Transformer Verification
Pei Huang, Dennis Wei, Omri Isac et al.
FILTER: A Framework for Defending Against Backdoor Attacks in Vertical Federated Learning
Zhanyi Hu, Cen Chen, Yanhao Wang
Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models
Haojie Hao, Jiakai Wang, Aishan Liu et al.
Beyond World Models: Rethinking Understanding in AI Models
Tarun Gupta, Danish Pruthi
The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models
Xinwei Guo, Jiashi Gao, Junlei Zhou et al.