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martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture Qi Li, Zhuotao Liu, Qi Li, Ke Xu ACM Conference on Computer and Communications Security (CCS) 2023
Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic Yuqi Qing, Qilei Yin, Xinhao Deng, Yihao Chen, Zhuotao Liu, Kun Sun, Ke Xu, Jia Zhang, Qi Li Network and Distributed System Security (NDSS) Symposium 2024
Cross Container Attacks: The Bewildered eBPF on Clouds Yi He, Roland Guo, Yunlong Xing, Xijia Che, Kun Sun, Zhuotao Liu, Ke Xu, Qi Li USENIX Security Symposium (Security) 2023
LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers Xuanqi Liu, Zhuotao Liu Under review
iSyn: Semi-Automated Smart Contract Synthesis from Legal Financial Agreements Pengcheng Fang, Zhenhua Zou, Xusheng Xiao, Zhuotao Liu ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) 2023
Change Management in Physical Network Lifecycle Automation Mohammad Al-Fares, Virginia Beauregard, Kevin Grant, Angus Griffith, Quan Leng, Alexander Lin, Zhuotao Liu, Bill Martinusen, Nikil Mehta, Jeffrey Mogul, Andrew Narver, Anshul Nigham, Sean Smith, Amin Vahdat USENIX Annual Technical Conference (ATC) 2023
Robust Multi-tab Website Fingerprinting Attacks in the Wild Xinhao Deng, Qilei Yin, Zhuotao Liu, Xiyuan Zhao, Qi Li, Mingwei Xu, Ke Xu, Jianping Wu IEEE Symposium on Security and Privacy (Oakland) 2023
Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification Yunpeng Liu, Kexin Li, Zhuotao Liu, Bihan Wen, Ke Xu, Weiqiang Wang, Wenbiao Zhao, Qi Li International World Wide Web Conference (WWW) 2023
An Efficient Design of Intelligent Network Data Plane Guangmeng Zhou, Zhuotao Liu, Chuanpu Fu, Qi Li, Ke Xu USENIX Security Symposium (Security) 2023
FlowTele: Remotely Shaping Traffic on Internet-Scale Networks Bo-Rong Chen; Zhuotao Liu; Jinhui Song, Fanhui Zeng, Zhoushi Zhu, Siva Phani Keshav Bachu, Yih-Chun Hu ACM CoNext 2022
RapidPatch: Firmware Hotpatching for Real-Time Embedded Devices Yi He, Zhenhua Zou, Kun Sun, Zhuotao Liu, Ke Xu, Qian Wang, Chao Shen, Zhi Wang, Qi Li USENIX Security Symposium (Security) 2022
Unsupervised Contextual Anomaly Detection for Database Systems Sainan Li, Qilei Yin, Guoliang Li, Qi Li, Zhuotao Liu, Jinwei Zhu ACM SIGMOD 2022
Dynamic Network Security Function Enforcement via Joint Flow and Function Scheduling Qi Li, Xinhao Deng, Zhuotao Liu, Yuan Yang, Xiaoyue Zou, Qian Wang, Mingwei Xu, Jianping Wu IEEE Transactions on Information Forensics and Security (TIFS) 2022
Back-Propagating System Dependency Impact for Attack Investigation Pengcheng Fang, Peng Gao, Changlin Liu, Erman Ayday, Kangkook Jee, Ting Wang, Tanfang (Fanny) Ye, Zhuotao Liu, Xusheng Xiao USENIX Security Symposium (Security) 2022
Automated Multi-Tab Website Fingerprinting Attack Qilei Yin, Zhuotao Liu, Qi Li, Tao Wang, Qian Wang, Chao Shen, Yixiao Xu IEEE Transactions on Dependable and Secure Computing (TDSC) 2022
Make Web3.0 Connected Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Qi Li, Yih-Chun Hu IEEE Transactions on Dependable and Secure Computing (TDSC) 2022
On Detecting Growing-Up Behaviors of Malicious Accounts in Privacy-Centric Mobile Social Networks Zijie Yang, Binghui Wang, Haoran Li, Dong Yuan, Zhuotao Liu, Neil Zhenqiang Gong, Chang Liu, Qi Li, Xiao Liang, Shaofeng Hu ACM Annual Computer Security Applications Conference (ACSAC) 2021
A Hard Label Black-box Adversarial Attack Against Graph Neural Networks Jiaming Mu, Binghui Wang, Qi Li, Kun Sun, Mingwei Xu, Zhuotao Liu ACM Conference on Computer and Communications Security (CCS) 2021
Efficient Forwarding Anomaly Detection in Software-Defined Networks Qi Li, Yunpeng Liu, Zhuotao Liu, Peng Zhang, Chunhui Pang IEEE Transactions on Parallel and Distributed Systems (TPDS) 2021
Privilege-Escalation Vulnerability Discovery for Large-scale RPC Services: Principle, Design, and Deployment Zhuotao Liu, Hao Zhao, Sainan Li, Qi Li, Tao Wei, Yu Wang ACM Asia Conference on Computer and Communications Security (Asia CCS) 2021
SAP-SSE: Protecting Search Patterns and Access Patterns in Searchable Symmetric Encryption Qiyang Song, Zhuotao Liu, Jiahao Cao, Kun Sun, Qi Li, Cong Wang IEEE Transactions on Information Forensics and Security (TIFS) 2020
Toward Blockchain-Powered Trusted Collaborative Services for Edge-Centric Networks Bo Wu, Ke Xu, Qi Li, Shoushou Ren, Zhuotao Liu, Zhichao Zhang IEEE Network 2020
HyperService: Interoperability and Programmability Across Heterogeneous Blockchains Zhuotao Liu, Yangxi Xiang, Jian Shi, Peng Gao, Haoyu Wang, Xusheng Xiao, Bihan Wen, Yih-Chun Hu ACM Conference on Computer and Communications Security (CCS) 2019
DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps Shengqu Xi, Shao Yang, Xusheng Xiao, Yuan Yao, Yayuan Xiong, Fengyuan Xu, Haoyu Wang, Peng Gao, Zhuotao Liu, Feng Xu, Jian Lu ACM Conference on Computer and Communications Security (CCS) 2019
Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective Zhuotao Liu, Yuan Cao, Xuewu Zhang, Changping Zhu, Fan Zhang IEEE Transactions on Parallel and Distributed Systems (TPDS) (2019)
SmartCrowd: Decentralized and Automated Incentives for Distributed IoT System Detection Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Zhichao Zhang, Xinle Du, Bingyang Liu, Shoushou Ren IEEE International Conference on Distributed Computing Systems (ICDCS) 2019
Umbrella: Enabling ISPs to Offer Readily Deployable and Privacy-Preserving DDoS Prevention Services Zhuotao Liu, Yuan Cao, Min Zhu, Wei Ge IEEE Transactions on Information Forensics and Security (TIFS) 2018
Practical Proactive DDoS-Attack Mitigation via Endpoint-Driven In-Network Traffic Control Zhuotao Liu, Hao Jin, Yih-Chun Hu, Michael Bailey IEEE/ACM Transactions on Networking (TON) 2018
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding Zhuotao Liu, Kai Chen, Haitao Wu, Shuihai Hu, Yih-Chun Hu, Yi Wang, Gong Zhang IEEE Conference on Computer Communications (INFOCOM) 2018
Enabling Efficient Source and Path Verification via Probabilistic Packet Marking Bo Wu, Ke Xu, Qi Li, Zhuotao Liu, Yih-Chun Hu, Martin J. Reed, Meng Shen, Fan Yang IEEE/ACM International Symposium on Quality of Service (IWQoS) 2018
TorPolice: Towards Enforcing Service-defined Access Policies for Anonymous Communication in the Tor Network Zhuotao Liu, Yushan Liu, Philipp Winter, Prateek Mittal, Yih-Chun Hu IEEE International Conference on Network Protocols (ICNP) 2017
MiddlePolice: Toward Enforcing Destination-Defined Policies in the Middle of the Internet Zhuotao Liu, Hao Jin, Yih-Chun Hu, Michael Bailey ACM Conference on Computer and Communications Security (CCS) 2016
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