Publications (38)
SecSkyline: Fast Privacy-Preserving Skyline Queries over Encrypted Cloud Databases
Yifeng Zheng, Weibo Wang, Songlei Wang +3
Toward Efficient Membership Inference Attacks against Federated Large Language Models: A Projection Residual Approach
Guilin Deng, Silong Chen, Yuchuan Luo +6
SoK: Stablecoin Designs, Risks, and the Stablecoin LEGO
Shengchen Ling, Yuefeng Du, Yajin Zhou +4
Training with Differential Privacy: A Gradient-Preserving Noise Reduction Approach with Provable Security
Haodi Wang, Tangyu Jiang, Yu Guo +3
On the Security Bootstrapping in Named Data Networking
Tianyuan Yu, Xinyu Ma, Hongcheng Xie +2
Secure Reversible Data Hiding in Encrypted Images Using Cipher-Feedback Secret Sharing
Zhongyun Hua, Yanxiang Wang, Shuang Yi +2
Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference
Wenbo Pan, Shujie Liu, Chin-Yew Lin +5
Privacy-Preserving Analytics on Decentralized Social Graphs: The Case of Eigendecomposition
Songlei Wang, Yifeng Zheng, Xiaohua Jia +1
WebTrap: Stealthy Mid-Task Hijacking of Browser Agents During Navigation
Zhichao Liu, Wenbo Pan, Haining Yu +3
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems
Jindi Zhang, Yifan Zhang, Kejie Lu +4
Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process
Sen Peng, Yufei Chen, Cong Wang +1
Machine Unlearning: Solutions and Challenges
Jie Xu, Zihan Wu, Cong Wang +1
CAT: Contrastive Adversarial Training for Evaluating the Robustness of Protective Perturbations in Latent Diffusion Models
Sen Peng, Mingyue Wang, Jianfei He +2
Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles
Jindi Zhang, Yang Lou, Jianping Wang +3
Mechanism Design for Two-Opposite-Facility Location Games with Penalties on Distance
Xujin Chen, Xiaodong Hu, Xiaohua Jia +3
LMEraser: Large Model Unlearning through Adaptive Prompt Tuning
Jie Xu, Zihan Wu, Cong Wang +1
LiveVal: Time-aware Data Valuation via Adaptive Reference Points
Jie Xu, Zihan Wu, Cong Wang +1
Throughput Maximization of UAV Networks
Wenzheng Xu, Yueying Sun, Rui Zou +6
Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks
Wenbo Pan, Jie Xu, Qiguang Chen +5
Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions
Sadia Qureshi, Thanveer Shaik, Xiaohui Tao +4
Transmission Failure Analysis of Multi-Protection Routing in Data Center Networks with Heterogeneous Edge-Core Servers
Xiao-Yan Li, Wanling Lin, Jou-Ming Chang +1
OblivGM: Oblivious Attributed Subgraph Matching as a Cloud Service
Songlei Wang, Yifeng Zheng, Xiaohua Jia +2
Towards Long-Horizon Interpretability: Efficient and Faithful Multi-Token Attribution for Reasoning LLMs
Wenbo Pan, Zhichao Liu, Xianlong Wang +2
GasLiteAA: Optimizing ERC-4337 for Efficient and Secure Gas Sponsorship
Hongxu Su, Mingzhe Liu, Jie Xu +2
Image-to-Video Diffusion: From Foundations to Open Frontiers
Xianlong Wang, Wenbo Pan, Shijia Zhou +6
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image Generation
Sen Peng, Jijia Yang, Mingyue Wang +2
Reconstructing Training Data from Adapter-based Federated Large Language Models
Silong Chen, Yuchuan Luo, Guilin Deng +4
Hamiltonian Properties of DCell Networks
Xi Wang, Alejandro Erickson, Jianxi Fan +1
PlugSI: Plug-and-Play Test-Time Graph Adaptation for Spatial Interpolation
Xuhang Wu, Zhuoxuan Liang, Wei Li +2
P$^2$RAG: Efficient Privacy-Preserving RAG Service Supporting Arbitrary Top-$k$ Retrieval
Yulong Ming, Mingyue Wang, Jijia Yang +4
Robot Collapse: Supply Chain Backdoor Attacks Against VLM-based Robotic Manipulation
Xianlong Wang, Hewen Pan, Hangtao Zhang +8
SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service
Songlei Wang, Yifeng Zheng, Xiaohua Jia
Dual-branch Robust Unlearnable Examples
Xianlong Wang, Hangtao Zhang, Wenbo Pan +4
M$^\star$: Every Task Deserves Its Own Memory Harness
Wenbo Pan, Shujie Liu, Xiangyang Zhou +4
Metadata-private Messaging without Coordination
Peipei Jiang, Yihao Wu, Lei Xu +6
Embedding Watermarks in Diffusion Process for Model Intellectual Property Protection
Jijia Yang, Sen Peng, Xiaohua Jia
MulVul: Retrieval-augmented Multi-Agent Code Vulnerability Detection via Cross-Model Prompt Evolution
Zihan Wu, Jie Xu, Yun Peng +2
The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions
Wenbo Pan, Zhichao Liu, Qiguang Chen +3