Zhuotao Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 63

Top Topics

Anomaly Detection

Anonymous Communication

Network Traffic

Top Venues

USENIX Security Symposium

IEEE Trans. Inf. Forensics Secur.

Publications

Jinzhu Yan, Haotian Xu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu, Jianping Wu
Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed. NSDI (2024)
Xuanqi Liu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu
Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption. CoRR (2024)
Jinzhu Yan, Haotian Xu, Zhuotao Liu, Qi Li, Ke Xu, Mingwei Xu, Jianping Wu
Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed. CoRR (2024)
Qi Tan, Qi Li, Yi Zhao, Zhuotao Liu, Xiaobing Guo, Ke Xu
Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach. USENIX Security Symposium (2024)
Yihao Chen, Qilei Yin, Qi Li, Zhuotao Liu, Ke Xu, Yi Xu, Mingwei Xu, Ziqian Liu, Jianping Wu
Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System. CoRR (2024)
Zhenhua Zou, Zhuotao Liu, Jinyong Shan, Qi Li, Ke Xu, Mingwei Xu
CoGNN: Towards Secure and Efficient Collaborative Graph Learning. IACR Cryptol. ePrint Arch. 2024 (2024)
Mengyu Zhang, Long Wang, Xiaoping Zhang, Zhuotao Liu, Yisong Wang, Han Bao
Efficient Clustering on Encrypted Data. ACNS (1) (2024)
Xiaokun Fan, Yali Chen, Min Liu, Sheng Sun, Zhuotao Liu, Ke Xu, Zhongcheng Li
UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off. IEEE Trans. Veh. Technol. 73 (5) (2024)
Qi Tan, Qi Li, Yi Zhao, Zhuotao Liu, Xiaobing Guo, Ke Xu
Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach. CoRR (2024)
Yuanyuan Qing, Tao Bai, Zhuotao Liu, Pierre Moulin, Bihan Wen
Detection of Adversarial Attacks via Disentangling Natural Images and Perturbations. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yihao Chen, Qilei Yin, Qi Li, Zhuotao Liu, Ke Xu, Yi Xu, Mingwei Xu, Ziqian Liu, Jianping Wu
Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System. USENIX Security Symposium (2024)
Qi Li, Zhuotao Liu, Qi Li, Ke Xu
martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture. CCS (2023)
Xuanqi Liu, Zhuotao Liu
LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers. CoRR (2023)
Pengcheng Fang, Zhenhua Zou, Xusheng Xiao, Zhuotao Liu
iSyn: Semi-automated Smart Contract Synthesis from Legal Financial Agreements. ISSTA (2023)
Mohammad Al-Fares, Virginia Beauregard, Kevin Grant, Angus Griffith, Jahangir Hasan, Chen Huang, Quan Leng, Jiayao Li, Alexander Lin, Zhuotao Liu, Ahmed Mansy, Bill Martinusen, Nikil Mehta, Jeffrey C. Mogul, Andrew Narver, Anshul Nigham, Melanie Obenberger, Sean Smith, Kurt Steinkraus, Sheng Sun, Edward Thiele, Amin Vahdat
Change Management in Physical Network Lifecycle Automation. USENIX Annual Technical Conference (2023)
Peiyang Li, Ye Wang, Qi Li, Zhuotao Liu, Ke Xu, Ju Ren, Zhiying Liu, Ruilin Lin
Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains. CoRR (2023)
Qi Li, Zhuotao Liu, Qi Li, Ke Xu
martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture. CoRR (2023)
Guangmeng Zhou, Zhuotao Liu, Chuanpu Fu, Qi Li, Ke Xu
An Efficient Design of Intelligent Network Data Plane. USENIX Security Symposium (2023)
Yunpeng Liu, Kexin Li, Zhuotao Liu, Bihan Wen, Ke Xu, Weiqiang Wang, Wenbiao Zhao, Qi Li
Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification. WWW (2023)
Peiyang Li, Ye Wang, Qi Li, Zhuotao Liu, Ke Xu, Ju Ren, Zhiying Liu, Ruilin Lin
Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains. CCS (2023)
Peirui Cao, Shizhen Zhao, Dai Zhang, Zhuotao Liu, Mingwei Xu, Min Yee Teh, Yunzhuo Liu, Xinbing Wang, Chenghu Zhou
Threshold-Based Routing-Topology Co-Design for Optical Data Center. IEEE/ACM Trans. Netw. 31 (6) (2023)
Xiaoliang Wang, Zhuotao Liu, Qi Li, Yangfei Guo, Sitong Ling, Jiangou Zhan, Yi Xu, Ke Xu
Secure Inter-domain Routing and Forwarding via Verifiable Forwarding Commitments. CoRR (2023)
Pengcheng Fang, Peng Gao, Yun Peng, Qingzhao Zhang, Tao Xie, Dawn Song, Prateek Mittal, Sanjeev R. Kulkarni, Zhuotao Liu, Xusheng Xiao
CONTRACTFIX: A Framework for Automatically Fixing Vulnerabilities in Smart Contracts. CoRR (2023)
Xinhao Deng, Qilei Yin, Zhuotao Liu, Xiyuan Zhao, Qi Li, Mingwei Xu, Ke Xu, Jianping Wu
Robust Multi-tab Website Fingerprinting Attacks in the Wild. SP (2023)
Yuqi Qing, Qilei Yin, Xinhao Deng, Yihao Chen, Zhuotao Liu, Kun Sun, Ke Xu, Jia Zhang, Qi Li
Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic. CoRR (2023)
Yi He, Roland Guo, Yunlong Xing, Xijia Che, Kun Sun, Zhuotao Liu, Ke Xu, Qi Li
Cross Container Attacks: The Bewildered eBPF on Clouds. USENIX Security Symposium (2023)
Qi Li, Xinhao Deng, Zhuotao Liu, Yuan Yang, Xiaoyue Zou, Qian Wang, Mingwei Xu, Jianping Wu
Dynamic Network Security Function Enforcement via Joint Flow and Function Scheduling. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Liu, Jinwei Zhu
Unsupervised Contextual Anomaly Detection for Database Systems. SIGMOD Conference (2022)
Qilei Yin, Zhuotao Liu, Qi Li, Tao Wang, Qian Wang, Chao Shen, Yixiao Xu
An Automated Multi-Tab Website Fingerprinting Attack. IEEE Trans. Dependable Secur. Comput. 19 (6) (2022)
Zijie Yang, Jiahao Cao, Zhuotao Liu, Xiaoli Zhang, Kun Sun, Qi Li
Good Learning, Bad Performance: A Novel Attack Against RL-Based Congestion Control Systems. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Bo-Rong Chen, Zhuotao Liu, Jinhui Song, Fanhui Zeng, Zhoushi Zhu, Siva Phani Keshav Bachu, Yih-Chun Hu
FlowTele: remotely shaping traffic on internet-scale networks. CoNEXT (2022)
Peiyang Li, Ye Wang, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Qi Li
Verifying the Quality of Outsourced Training on Clouds. ESORICS (2) (2022)
Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Yanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao
Back-Propagating System Dependency Impact for Attack Investigation. USENIX Security Symposium (2022)
Jie Sun, Lingchen Zhao, Zhuotao Liu, Qi Li, Xinhao Deng, Qian Wang, Yong Jiang
Practical differentially private online advertising. Comput. Secur. 112 (2022)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Qi Li, Yih-Chun Hu
Make Web3.0 Connected. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Ziqiang Wang, Zhuotao Liu, Xiaoliang Wang, Songtao Fu, Ke Xu
DIP: unifying network layer innovations using shared L3 core functions. HotNets (2022)
Yi He, Zhenhua Zou, Kun Sun, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Zhi Wang, Qi Li
RapidPatch: Firmware Hotpatching for Real-Time Embedded Devices. USENIX Security Symposium (2022)
Jiaming Mu, Binghui Wang, Qi Li, Kun Sun, Mingwei Xu, Zhuotao Liu
A Hard Label Black-box Adversarial Attack Against Graph Neural Networks. CoRR (2021)
Zhuotao Liu, Hao Zhao, Sainan Li, Qi Li, Tao Wei, Yu Wang
Privilege-Escalation Vulnerability Discovery for Large-scale RPC Services: Principle, Design, and Deployment. AsiaCCS (2021)
Jiaming Mu, Binghui Wang, Qi Li, Kun Sun, Mingwei Xu, Zhuotao Liu
A Hard Label Black-box Adversarial Attack Against Graph Neural Networks. CCS (2021)
Zijie Yang, Binghui Wang, Haoran Li, Dong Yuan, Zhuotao Liu, Neil Zhenqiang Gong, Chang Liu, Qi Li, Xiao Liang, Shaofeng Hu
On Detecting Growing-Up Behaviors of Malicious Accounts in Privacy-Centric Mobile Social Networks. ACSAC (2021)
Qi Li, Yunpeng Liu, Zhuotao Liu, Peng Zhang, Chunhui Pang
Efficient Forwarding Anomaly Detection in Software-Defined Networks. IEEE Trans. Parallel Distributed Syst. 32 (11) (2021)
Qiyang Song, Zhuotao Liu, Jiahao Cao, Kun Sun, Qi Li, Cong Wang
SAP-SSE: Protecting Search Patterns and Access Patterns in Searchable Symmetric Encryption. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Bo Wu, Ke Xu, Qi Li, Shoushou Ren, Zhuotao Liu, Zhichao Zhang
Toward Blockchain-Powered Trusted Collaborative Services for Edge-Centric Networks. IEEE Netw. 34 (2) (2020)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. IACR Cryptol. ePrint Arch. 2020 (2020)
Zhuotao Liu, Yuan Cao, Xuewu Zhang, Changping Zhu, Fan Zhang
Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective. CoRR (2019)
Zhuotao Liu, Yuan Cao, Min Zhu, Wei Ge
Umbrella: Enabling ISPs to Offer Readily Deployable and Privacy-Preserving DDoS Prevention Services. IEEE Trans. Inf. Forensics Secur. 14 (4) (2019)
Zhuotao Liu, Yuan Cao, Xuewu Zhang, Changping Zhu, Fan Zhang
Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective. IEEE Trans. Parallel Distributed Syst. 30 (8) (2019)
Shengqu Xi, Shao Yang, Xusheng Xiao, Yuan Yao, Yayuan Xiong, Fengyuan Xu, Haoyu Wang, Peng Gao, Zhuotao Liu, Feng Xu, Jian Lu
DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps. CCS (2019)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. CoRR (2019)
Zhuotao Liu, Yuan Cao, Min Zhu, Wei Ge
Umbrella: Enabling ISPs to Offer Readily Deployable and Privacy-Preserving DDoS Prevention Services. CoRR (2019)
Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Zhichao Zhang, Xinle Du, Bingyang Liu, Shoushou Ren
SmartCrowd: Decentralized and Automated Incentives for Distributed IoT System Detection. ICDCS (2019)
Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. CCS (2019)
Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding. INFOCOM (2018)
Yuan Cao, Yuan Gao, Rongjun Tan, Qingbang Han, Zhuotao Liu
Understanding Internet DDoS Mitigation from Academic and Industrial Perspectives. IEEE Access 6 (2018)
Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Martin J. Reed, Meng Shen, Fan Yang
Enabling Efficient Source and Path Verification via Probabilistic Packet Marking. IWQoS (2018)
Zhuotao Liu, Hao Jin, Yih-Chun Hu, Michael Bailey
Practical Proactive DDoS-Attack Mitigation via Endpoint-Driven In-Network Traffic Control. IEEE/ACM Trans. Netw. 26 (4) (2018)
Bo Wu, Qi Li, Ke Xu, Ruoyu Li, Zhuotao Liu
SmartRetro: Blockchain-Based Incentives for Distributed IoT Retrospective Detection. MASS (2018)
Zhuotao Liu, Yushan Liu, Philipp Winter, Prateek Mittal, Yih-Chun Hu
TorPolice: Towards enforcing service-defined access policies for anonymous communication in the Tor network. ICNP (2017)
Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang
Enabling Work-conserving Bandwidth Guarantees for Multi-tenant Datacenters via Dynamic Tenant- eue Binding. CoRR (2017)
Zhuotao Liu, Hao Jin, Yih-Chun Hu, Michael Bailey
MiddlePolice: Fine-Grained Endpoint-Driven In-Network Traffic Control for Proactive DDoS Attack Mitigation. CoRR (2017)
Zhuotao Liu, Yushan Liu, Philipp Winter, Prateek Mittal, Yih-Chun Hu
TorPolice: Towards Enforcing Service-Defined Access Policies in Anonymous Systems. CoRR (2017)
Zhuotao Liu, Hao Jin, Yih-Chun Hu, Michael Bailey
MiddlePolice: Toward Enforcing Destination-Defined Policies in the Middle of the Internet. CCS (2016)
Sang-Yoon Chang, Yih-Chun Hu, Zhuotao Liu
Securing wireless medium access control against insider denial-of-service attackers. CNS (2015)
Jinbei Zhang, Yixuan Li, Zhuotao Liu, Fan Wu, Feng Yang, Xinbing Wang
On Multicast Capacity and Delay in Cognitive Radio Mobile Ad Hoc Networks. IEEE Trans. Wirel. Commun. 14 (10) (2015)
Zhuotao Liu, Xinbing Wang, Wentao Luan, Songwu Lu
Transmission delay in large scale ad hoc cognitive radio networks. MobiHoc (2012)
Luoyi Fu, Zhuotao Liu, Ding Nie, Xinbing Wang
K-connectivity of cognitive radio networks. ICC (2012)