Papers
6DAttack: Backdoor Attacks in the 6DoF Pose Estimation
Jihui Guo, Zongmin Zhang, Zhen Sun et al.
RSA-CR: Resisting Shilling Attacks in Citation Recommendation via Dumbbell Inductive Learning
Xiyue Gao, Yukai Liu, Zhuoqi Ma et al.
Runtime Safety and Reach-avoid Prediction of Stochastic Systems via Observation-aware Barrier Functions
Shenghua Feng, Jie An, Fanjiang Xu
Efficient, Secure, Differentially Private Deep Learning in the Two-Server Model
Jun Feng, Hong Sun, Pengfei Zhang et al.
One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images
Jianwei Fei, Yunshu Dai, Peipeng Yu et al.
Stability-Aware Reinforcement Learning for Robust Class Integration Test Order Generation
Yanru Ding, Yanmei Zhang, Guan Yuan et al.
Time Shuffle: A Transferability-Booster for Multiple Audio Adversarial Tasks
JiaCheng Deng, Dengpan Ye, Yuhong Liu et al.
Fairness Perceptions of Large Language Models
Benjamin Cookson, Soroush Ebadian, Nisarg Shah
Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems
Xiaoxiao Chi, Xuyun Zhang, Yan Wang et al.
ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs
Xunlei Chen, Jinyu Guo, Yuang Li et al.
Amplifying Discrepancies: Exploiting Macro and Micro Inconsistencies for Image Manipulation Localization
Shenghao Chen, Yibo Zhao, Tianyi Wang et al.
StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints
Lingxiao Chen, Liqin Wang, Wei Lu
MOBA: A Material-Oriented Backdoor Attack Against LiDAR-Based 3D Object Detection Systems
Saket Sanjeev Chaturvedi, Gaurav Bagwe, Lan Emily Zhang et al.
Failures to Surface Harmful Contents in Video Large Language Models
Yuxin Cao, Wei Song, Derui Wang et al.
When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models
Wei Cai, Shujuan Liu, Jian Zhao et al.
Your Prompts Are Not Safe: Output-Free Membership Inference via Prompt Vectors in Vision-Language Tuning
Yuran Bian, Xiaohan Zhang, Zhiyuan Yu et al.
Privacy Preserving In-Context-Learning Framework for Large Language Models
Bishnu Bhusal, Manoj Acharya, Ramneet Kaur et al.
Ellipsoid-Based Decision Boundaries for Open Intent Classification
Yuetian Zou, Hanlei Zhang, Hua Xu et al.
Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models
Miao Ziqi, Lijun Li, Yuan Xiong et al.
CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding
Zhihong Zhu, Yunyan Zhang, Fan Zhang et al.
S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection
Zhihong Zhu, Fan Zhang, Yunyan Zhang et al.
ExtendAttack: Attacking Servers of LRMs via Extending Reasoning
Zhenhao Zhu, Yue Liu, Zhiwei Xu et al.
Unsupervised Semantic Discovery via Global and Local Semantic Alignment in Multimodal Clustering
Zhengzhong Zhu, Pei Zhou, Weihong Du et al.
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Yuqi Zhu, Yi Zhong, Jintian Zhang et al.