K-connectivity of cognitive radio networks. - Luoyi Fu; Zhuotao Liu; Ding Nie; Xinbing Wang (ICC, 2012)

Transmission delay in large scale ad hoc cognitive radio networks. - Zhuotao Liu; Xinbing Wang; Wentao Luan; Songwu Lu (MobiHoc, 2012)

Securing wireless medium access control against insider denial-of-service attackers. - Sang-Yoon Chang; Yih-Chun Hu; Zhuotao Liu (CNS, 2015)

On Multicast Capacity and Delay in Cognitive Radio Mobile Ad Hoc Networks. - Jinbei Zhang; Yixuan Li 001; Zhuotao Liu; Fan Wu 006; Feng Yang 006; Xinbing Wang (IEEE Trans. Wirel. Commun., 2015)

MiddlePolice: Toward Enforcing Destination-Defined Policies in the Middle of the Internet. - Zhuotao Liu; Hao Jin; Yih-Chun Hu; Michael D. Bailey (CCS, 2016)

TorPolice: Towards enforcing service-defined access policies for anonymous communication in the Tor network. - Zhuotao Liu; Yushan Liu 004; Philipp Winter; Prateek Mittal; Yih-Chun Hu (ICNP, 2017)

TorPolice: Towards Enforcing Service-Defined Access Policies in Anonymous Systems. - Zhuotao Liu; Yushan Liu 004; Philipp Winter; Prateek Mittal; Yih-Chun Hu (CoRR, 2017)

MiddlePolice: Fine-Grained Endpoint-Driven In-Network Traffic Control for Proactive DDoS Attack Mitigation. - Zhuotao Liu; Hao Jin; Yih-Chun Hu; Michael D. Bailey (CoRR, 2017)

Enabling Work-conserving Bandwidth Guarantees for Multi-tenant Datacenters via Dynamic Tenant- eue Binding. - Zhuotao Liu; Kai Chen 005; Haitao Wu; Shuihai Hu; Yih-Chun Hu; Yi Wang 004; Gong Zhang 001 (CoRR, 2017)

Minimal deployable endpoint-driven network forwarding: principle, designs and applications - Zhuotao Liu (2017)

Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding. - Zhuotao Liu; Kai Chen 005; Haitao Wu; Shuihai Hu; Yih-Chun Hu; Yi Wang 004; Gong Zhang 001 (INFOCOM, 2018)

Enabling Efficient Source and Path Verification via Probabilistic Packet Marking. - Bo Wu 002; Ke Xu 002; Qi Li 002; Zhuotao Liu; Yih-Chun Hu; Martin J. Reed; Meng Shen 001; Fan Yang (IWQoS, 2018)

SmartRetro: Blockchain-Based Incentives for Distributed IoT Retrospective Detection. - Bo Wu 002; Qi Li 002; Ke Xu 002; Ruoyu Li 003; Zhuotao Liu (MASS, 2018)

Understanding Internet DDoS Mitigation from Academic and Industrial Perspectives. - Yuan Cao 003; Yuan Gao 007; Rongjun Tan; Qingbang Han; Zhuotao Liu (IEEE Access, 2018)

Practical Proactive DDoS-Attack Mitigation via Endpoint-Driven In-Network Traffic Control. - Zhuotao Liu; Hao Jin; Yih-Chun Hu; Michael D. Bailey (IEEE/ACM Trans. Netw., 2018)

DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps. - Shengqu Xi; Shao Yang; Xusheng Xiao; Yuan Yao 001; Yayuan Xiong; Fengyuan Xu; Haoyu Wang 001; Peng Gao 008; Zhuotao Liu; Feng Xu 007; Jian Lu 001 (CCS, 2019)

SmartCrowd: Decentralized and Automated Incentives for Distributed IoT System Detection. - Bo Wu 002; Ke Xu 002; Qi Li 002; Zhuotao Liu; Yih-Chun Hu; Zhichao Zhang; Xinle Du; Bingyang Liu; Shoushou Ren (ICDCS, 2019)

Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective. - Zhuotao Liu; Yuan Cao 003; Xuewu Zhang 001 (CoRR, 2019)

Umbrella: Enabling ISPs to Offer Readily Deployable and Privacy-Preserving DDoS Prevention Services. - Zhuotao Liu; Yuan Cao 003; Min Zhu 001; Wei Ge (IEEE Trans. Inf. Forensics Secur., 2019)

Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective. - Zhuotao Liu; Yuan Cao 003; Xuewu Zhang 001; Changping Zhu; Fan Zhang 010 (IEEE Trans. Parallel Distributed Syst., 2019)

HyperService: Interoperability and Programmability Across Heterogeneous Blockchains. - Zhuotao Liu; Yangxi Xiang; Jian Shi; Peng Gao 008; Haoyu Wang 001; Xusheng Xiao; Bihan Wen; Yih-Chun Hu (IACR Cryptol. ePrint Arch., 2020)

Toward Blockchain-Powered Trusted Collaborative Services for Edge-Centric Networks. - Bo Wu 002; Ke Xu 002; Qi Li 002; Shoushou Ren; Zhuotao Liu; Zhichao Zhang (IEEE Netw., 2020)

On Detecting Growing-Up Behaviors of Malicious Accounts in Privacy-Centric Mobile Social Networks. - Zijie Yang; Binghui Wang; Haoran Li; Dong Yuan 006; Zhuotao Liu; Neil Zhenqiang Gong; Chang Liu 021; Qi Li 002; Xiao Liang; Shaofeng Hu (ACSAC, 2021)

Privilege-Escalation Vulnerability Discovery for Large-scale RPC Services: Principle, Design, and Deployment. - Zhuotao Liu; Hao Zhao; Sainan Li; Qi Li 002; Tao Wei 002; Yu Wang 096 (AsiaCCS, 2021)

A Hard Label Black-box Adversarial Attack Against Graph Neural Networks. - Jiaming Mu; Binghui Wang; Qi Li 002; Kun Sun 001; Mingwei Xu; Zhuotao Liu (CCS, 2021)

SAP-SSE: Protecting Search Patterns and Access Patterns in Searchable Symmetric Encryption. - Qiyang Song; Zhuotao Liu; Jiahao Cao 001; Kun Sun 001; Qi Li 002; Cong Wang 001 (IEEE Trans. Inf. Forensics Secur., 2021)

Efficient Forwarding Anomaly Detection in Software-Defined Networks. - Qi Li 002; Yunpeng Liu; Zhuotao Liu; Peng Zhang 011; Chunhui Pang (IEEE Trans. Parallel Distributed Syst., 2021)

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 (CoNEXT, 2022)

Verifying the Quality of Outsourced Training on Clouds. - Peiyang Li; Ye Wang 002; Zhuotao Liu; Ke Xu 002; Qian Wang 002; Chao Shen 001; Qi Li 002 (ESORICS (2), 2022)

DIP: unifying network layer innovations using shared L3 core functions. - Ziqiang Wang; Zhuotao Liu; Xiaoliang Wang 004; Songtao Fu; Ke Xu 002 (HotNets, 2022)

Unsupervised Contextual Anomaly Detection for Database Systems. - Sainan Li; Qilei Yin; Guoliang Li 001; Qi Li 002; Zhuotao Liu; Jinwei Zhu (SIGMOD Conference, 2022)

Back-Propagating System Dependency Impact for Attack Investigation. - Pengcheng Fang; Peng Gao 008; Changlin Liu; Erman Ayday; Kangkook Jee; Ting Wang 006; Yanfang (Fanny) Ye; Zhuotao Liu; Xusheng Xiao (USENIX Security Symposium, 2022)

RapidPatch: Firmware Hotpatching for Real-Time Embedded Devices. - Yi He; Zhenhua Zou; Kun Sun 001; Zhuotao Liu; Ke Xu 002; Qian Wang 002; Chao Shen 001; Zhi Wang 004; Qi Li 002 (USENIX Security Symposium, 2022)

Practical differentially private online advertising. - Jie Sun; Lingchen Zhao; Zhuotao Liu; Qi Li 002; Xinhao Deng; Qian Wang 002; Yong Jiang 001 (Comput. Secur., 2022)

Make Web3.0 Connected. - Zhuotao Liu; Yangxi Xiang; Jian Shi; Peng Gao 008; Haoyu Wang 001; Xusheng Xiao; Bihan Wen; Qi Li 002; Yih-Chun Hu (IEEE Trans. Dependable Secur. Comput., 2022)

An Automated Multi-Tab Website Fingerprinting Attack. - Qilei Yin; Zhuotao Liu; Qi Li 002; Tao Wang 012; Qian Wang 002; Chao Shen 001; Yixiao Xu (IEEE Trans. Dependable Secur. Comput., 2022)

Dynamic Network Security Function Enforcement via Joint Flow and Function Scheduling. - Qi Li 002; Xinhao Deng; Zhuotao Liu; Yuan Yang 001; Xiaoyue Zou; Qian Wang 002; Mingwei Xu; Jianping Wu (IEEE Trans. Inf. Forensics Secur., 2022)

Good Learning, Bad Performance: A Novel Attack Against RL-Based Congestion Control Systems. - Zijie Yang; Jiahao Cao 001; Zhuotao Liu; Xiaoli Zhang 003; Kun Sun 001; Qi Li 002 (IEEE Trans. Inf. Forensics Secur., 2022)

martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture. - Qi Li 040; Zhuotao Liu; Qi Li 002; Ke Xu 002 (CCS, 2023)

Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains. - Peiyang Li; Ye Wang 002; Qi Li 002; Zhuotao Liu; Ke Xu 002; Ju Ren 001; Zhiying Liu; Ruilin Lin (CCS, 2023)

iSyn: Semi-automated Smart Contract Synthesis from Legal Financial Agreements. - Pengcheng Fang; Zhenhua Zou; Xusheng Xiao; Zhuotao Liu (ISSTA, 2023)

Robust Multi-tab Website Fingerprinting Attacks in the Wild. - Xinhao Deng; Qilei Yin; Zhuotao Liu; Xiyuan Zhao; Qi Li 002; Mingwei Xu; Ke Xu 002; Jianping Wu (SP, 2023)

Change Management in Physical Network Lifecycle Automation. - 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; et al. (USENIX ATC, 2023)

Cross Container Attacks: The Bewildered eBPF on Clouds. - Yi He; Roland Guo; Yunlong Xing; Xijia Che; Kun Sun 001; Zhuotao Liu; Ke Xu 002; Qi Li 002 (USENIX Security Symposium, 2023)

An Efficient Design of Intelligent Network Data Plane. - Guangmeng Zhou; Zhuotao Liu; Chuanpu Fu; Qi Li 002; Ke Xu 002 (USENIX Security Symposium, 2023)

Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification. - Yunpeng Liu; Kexin Li; Zhuotao Liu; Bihan Wen; Ke Xu 002; Weiqiang Wang 002; Wenbiao Zhao; Qi Li 002 (WWW, 2023)

LLMs Can Understand Encrypted Prompt: Towards Privacy-Computing Friendly Transformers. - Xuanqi Liu; Zhuotao Liu (CoRR, 2023)

CONTRACTFIX: A Framework for Automatically Fixing Vulnerabilities in Smart Contracts. - Pengcheng Fang; Peng Gao 008; Yun Peng; Qingzhao Zhang; Tao Xie 001; Dawn Song; Prateek Mittal; Sanjeev R. Kulkarni; Zhuotao Liu; Xusheng Xiao (CoRR, 2023)

Secure Inter-domain Routing and Forwarding via Verifiable Forwarding Commitments. - Xiaoliang Wang 004; Zhuotao Liu; Qi Li 002; Yangfei Guo; Sitong Ling; Jiangou Zhan; Yi Xu; Ke Xu 002 (CoRR, 2023)

Threshold-Based Routing-Topology Co-Design for Optical Data Center. - Peirui Cao; Shizhen Zhao; Dai Zhang; Zhuotao Liu; Mingwei Xu; Min Yee Teh; Yunzhuo Liu; Xinbing Wang; Chenghu Zhou (IEEE/ACM Trans. Netw., 2023)

Efficient Clustering on Encrypted Data. - Mengyu Zhang; Long Wang; Xiaoping Zhang; Zhuotao Liu; Yisong Wang; Han Bao 020 (ACNS (1), 2024)

Towards Fine-Grained Webpage Fingerprinting at Scale. - Xiyuan Zhao; Xinhao Deng; Qi Li 002; Yunpeng Liu; Zhuotao Liu; Kun Sun 001; Ke Xu 002 (CCS, 2024)

VFIX: Facilitating Software Maintenance of Smart Contracts via Automatically Fixing Vulnerabilities. - Pengcheng Fang; Peng Gao 008; Yun Peng; Qingzhao Zhang; Tao Xie 001; Dawn Song; Prateek Mittal; Sanjeev R. Kulkarni; Zhuotao Liu; Xusheng Xiao (ICSME, 2024)

NetSentry: Scalable Volumetric DDoS Detection with Programmable Switches. - Junchen Pan; Kunpeng He; Lei Zhang 157; Zhuotao Liu; Xinggong Zhang; Yong Cui 001 (IWQoS, 2024)

Pencil: Private and Extensible Collaborative Learning without the Non-Colluding Assumption. - Xuanqi Liu; Zhuotao Liu; Qi Li 002; Ke Xu 002; Mingwei Xu (NDSS, 2024)

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 001; Ke Xu 002; Jia Zhang 004; Qi Li 002 (NDSS, 2024)

Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed. - Jinzhu Yan; Haotian Xu; Zhuotao Liu; Qi Li 002; Ke Xu 002; Mingwei Xu; Jianping Wu (NSDI, 2024)

Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System. - Yihao Chen; Qilei Yin; Qi Li 002; Zhuotao Liu; Ke Xu 002; Yi Xu; Mingwei Xu; Ziqian Liu; Jianping Wu (USENIX Security Symposium, 2024)

Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach. - Qi Tan 003; Qi Li 002; Yi Zhao 011; Zhuotao Liu; Xiaobing Guo; Ke Xu 002 (USENIX Security Symposium, 2024)

Archilles' Heel in Semi-open LLMs: Hiding Bottom against Recovery Attacks. - Hanbo Huang; Yihan Li; Bowen Jiang; Lin Liu; Ruoyu Sun 001; Zhuotao Liu; Shiyu Liang (CoRR, 2024)

CoGNN: Towards Secure and Efficient Collaborative Graph Learning. - Zhenhua Zou; Zhuotao Liu; Jinyong Shan; Qi Li 002; Ke Xu 002; Mingwei Xu (IACR Cryptol. ePrint Arch., 2024)

Effective DDoS Mitigation via ML-Driven In-Network Traffic Shaping. - Ziming Zhao 008; Zhuotao Liu; Huan Chen; Fan Zhang 010; Zhuoxue Song; Zhaoxuan Li (IEEE Trans. Dependable Secur. Comput., 2024)

Detection of Adversarial Attacks via Disentangling Natural Images and Perturbations. - Yuanyuan Qing; Tao Bai; Zhuotao Liu; Pierre Moulin; Bihan Wen (IEEE Trans. Inf. Forensics Secur., 2024)

CoGNN: Towards Secure and Efficient Collaborative Graph Learning (Artifacts). - Zhenhua Zou; Zhuotao Liu; Jinyong Shan; Qi Li 002; Ke Xu 002; Mingwei Xu (Zenodo, 2024)

UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off. - Xiaokun Fan; Yali Chen; Min Liu 001; Sheng Sun; Zhuotao Liu; Ke Xu 002; Zhongcheng Li (IEEE Trans. Veh. Technol., 2024)

Stable Byzantine Fault Tolerance in Wide Area Networks With Unreliable Links. - Sitong Ling; Zhuotao Liu; Qi Li 002; Xinle Du; Jing Chen; Ke Xu 002 (IEEE/ACM Trans. Netw., 2024)

Learnable Sparse Customization in Heterogeneous Edge Computing. - Jingjing Xue; Sheng Sun; Min Liu 001; Yuwei Wang 003; Zhuotao Liu; Jingyuan Wang 001 (ICDE, 2025)

PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters. - Xinle Du; Tong Li 014; Guangmeng Zhou; Zhuotao Liu; Hanlin Huang; Xiangyu Gao; Mowei Wang; Kun Tan; Ke Xu 002 (NSDI, 2025)

TrafficFormer: An Efficient Pre-trained Model for Traffic Data. - Guangmeng Zhou; Xiongwen Guo; Zhuotao Liu; Tong Li 014; Qi Li 002; Ke Xu 002 (SP, 2025)

RingSG: Optimal Secure Vertex-Centric Computation for Collaborative Graph Processing. - Zhenhua Zou; Zhuotao Liu; Jinyong Shan; Qi Li 002; Ke Xu 002; Mingwei Xu (IACR Cryptol. ePrint Arch., 2025)

Towards Robust Multi-tab Website Fingerprinting. - Xinhao Deng; Xiyuan Zhao; Qilei Yin; Zhuotao Liu; Qi Li 002; Mingwei Xu; Ke Xu 002; Jianping Wu (CoRR, 2025)

Pegasus: A Universal Framework for Scalable Deep Learning Inference on the Dataplane. - Yinchao Zhang; Su Yao; Yong Feng; Kang Chen; Tong Li 014; Zhuotao Liu; Yi Zhao 011; Lexuan Zhang; Xiangyu Gao; Feng Xiong; Qi Li 002; Ke Xu 002 (CoRR, 2025)

BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability. - Zhenhua Zou; Zhuotao Liu; Lepeng Zhao; Qiuyang Zhan (CoRR, 2025)

Agentic Privacy-Preserving Machine Learning. - Mengyu Zhang; Zhuotao Liu; Jingwen Huang; Xuanqi Liu (CoRR, 2025)