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Zhuotao Liu

Professor

Tsinghua University

China

Research Interests

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Professors in Cybersecurity

Articles (20)

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Collaborators (4)

Kang Chen

Professor

Peking University

CHINA

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Kun Sun

George Mason University

UNITED STATES

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Bihan Wen

Associate Professor

Nanyang Technological University (NTU)

SINGAPORE

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Jun-Jie Huang

Imperial College London

UNITED KINGDOM

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Zhuotao Liu

Research Interests

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Articles (20)

Toward Robust Detection of Malicious Encrypted Traffic Using Only Low-Quality Training Data

Learning Flow Semantics for Encrypted Traffic Analysis: A Contrastive Pre-Training Approach

OCEAN: Optional Capability-Based En Route Acknowledgement in Network Layer

Fighting the Enemy Within: Traffic Semantics-Driven Framework Against Noisy Labels for Robust Traffic Classification

Toward Robust Multi-Tab Website Fingerprinting

Training Robust Classifiers for Classifying Encrypted Traffic under Dynamic Network Conditions

Pegasus: A Universal Framework for Scalable Deep Learning Inference on the Dataplane

MM4flow: A Pre-trained Multi-modal Model for Versatile Network Traffic Analysis

RingSG: Optimal Secure Vertex-Centric Computation for Collaborative Graph Processing

DiffECN: Differential ECN Marking for Datacenter Networks

Revisiting Random Early Detection Tuning for High-Performance Datacenter Networks

Detection of Adversarial Attacks via Disentangling Natural Images and Perturbations

CoGNN: Towards Secure and Efficient Collaborative Graph Learning

Towards Fine-Grained Webpage Fingerprinting at Scale

Effective DDoS Mitigation via ML-Driven In-Network Traffic Shaping

Efficient Clustering on Encrypted Data

NetSentry: Scalable Volumetric DDoS Detection with Programmable Switches

Stable Byzantine Fault Tolerance in Wide Area Networks With Unreliable Links

UAV-Enabled Federated Learning in Dynamic Environments: Efficiency and Security Trade-Off

VFIX: Facilitating Software Maintenance of Smart Contracts via Automatically Fixing Vulnerabilities

Collaborators (4)

Kang Chen

Kun Sun

Bihan Wen

Jun-Jie Huang

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