Papers
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.
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.