Zero-Knowledge Proof | Inspiring Group

Blind Gods and Broken Screens: Architecting a Secure, Intent-Centric Mobile Agent Operating System

Zhenhua Zou

• Feb 11, 2026 • 1 min read

Anonymization-Enhanced Privacy Protection for Mobile GUI Agents: Available but Invisible

Lepeng Zhao

• Feb 8, 2026 • 1 min read

A Universal Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems

Zixuan Liu

• Jan 1, 2026 • 1 min read

Achieving Interpretable DL-based Web Attack Detection through Malicious Payload Localization

Peiyang Li

• Jan 1, 2026 • 1 min read

Enhancing Website Fingerprinting Attacks against Traffic Drift

Xinhao Deng

• Jan 1, 2026 • 1 min read

Understanding the Stealthy BGP Hijacking Risk in the ROV Era

Yihao Chen

• Jan 1, 2026 • 1 min read

BlockA2A: Towards Secure and Verifiable Agent-to-Agent Interoperability

Zhenhua Zou

• Sep 21, 2025 • 1 min read

Agentic Privacy-Preserving Machine Learning

Mengyu Zhang

• Jul 30, 2025 • 1 min read

CertTA: Certified Robustness Made Practical for Learning-Based Traffic Analysis

Jinzhu Yan

• Jan 1, 2025 • 1 min read

DiffECN: Differential ECN Marking for Datacenter Networks

Hanlin Huang

• Jan 1, 2025 • 1 min read

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

Luming Yang

• Jan 1, 2025 • 1 min read

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

Yinchao Zhang

• Jan 1, 2025 • 1 min read

PRED: Performance-oriented Random Early Detection for Consistently Stable Performance in Datacenters

Xinle Du

• Jan 1, 2025 • 1 min read

Revisiting Random Early Detection Tuning for High-Performance Datacenter Networks

Tong Li

• Jan 1, 2025 • 1 min read

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

Zhenhua Zou

• Jan 1, 2025 • 1 min read

TrafficFormer: An Efficient Pre-trained Model for Traffic Data

Guangmeng Zhou

• Jan 1, 2025 • 1 min read

Training Robust Classifiers for Classfiying Encrypted Traffic under Dynamic Network Conditions

Yuqi Qing

• Jan 1, 2025 • 1 min read

Brain-on-Switch: Towards Advanced Intelligent Network Dataplane via NN-Driven Traffic Analysis at Line-Speed

Jinzhu Yan

• Jan 1, 2024 • 1 min read

CoGNN: Towards Secure and Efficient Collaborative Graph Learning

Zhenhua Zou

• Jan 1, 2024 • 1 min read

Defending Against Data Reconstruction Attacks in Federated Learning: An Information Theory Approach

Qi Tan

• Jan 1, 2024 • 1 min read

Detection of Adversarial Attacks via Disentangling Natural Images and Perturbations

Yuanyuan Qing

• Jan 1, 2024 • 1 min read

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

Ziming Zhao

• Jan 1, 2024 • 1 min read

Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection System

Yihao Chen

• Jan 1, 2024 • 1 min read

Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic

Yuqi Qing

• Jan 1, 2024 • 1 min read

Pencil: Private and Extensible Collaborative Learning without Non-Colluding Assumption

Xuanqi Liu

• Jan 1, 2024 • 1 min read

Towards Fine-Grained Webpage Fingerprinting at Scale

Xiyuan Zhao

• Jan 1, 2024 • 1 min read

An Efficient Design of Intelligent Network Data Plane

Guangmeng Zhou

• Jan 1, 2023 • 1 min read

Change Management in Physical Network Lifecycle Automation

Mohammad Al-Fares

• Jan 1, 2023 • 1 min read

Cross Container Attacks: The Bewildered eBPF on Clouds

Yi He

• Jan 1, 2023 • 1 min read

iSyn: Semi-Automated Smart Contract Synthesis from Legal Financial Agreements

Pengcheng Fang

• Jan 1, 2023 • 1 min read

Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-day Web Attack Detection across Web Domains

Peiyang Li

• Jan 1, 2023 • 1 min read

martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture

Qi Li

• Jan 1, 2023 • 1 min read

Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verification

Yunpeng Liu

• Jan 1, 2023 • 1 min read

Robust Multi-tab Website Fingerprinting Attacks in the Wild

Xinhao Deng

• Jan 1, 2023 • 1 min read

Secure Inter-domain Routing and Forwarding via Verifiable Forwarding Commitments

Xiaoliang Wang

• Jan 1, 2023 • 1 min read

Threshold-Based Routing-Topology Co-Design for Optical Data Center

Peirui Cao

• Jan 1, 2023 • 1 min read

Automated Multi-Tab Website Fingerprinting Attack

Qilei Yin

• Jan 1, 2022 • 1 min read

Back-Propagating System Dependency Impact for Attack Investigation

Pengcheng Fang

• Jan 1, 2022 • 1 min read

Dynamic Network Security Function Enforcement via Joint Flow and Function Scheduling

Qi Li

• Jan 1, 2022 • 1 min read

FlowTele: Remotely Shaping Traffic on Internet-Scale Networks

Bo-Rong Chen

• Jan 1, 2022 • 1 min read

Good Learning, Bad Performance: A Novel Attack Against RL-Based Congestion Control Systems

Zijie Yang

• Jan 1, 2022 • 1 min read

Make Web3.0 Connected

Zhuotao Liu

• Jan 1, 2022 • 1 min read

RapidPatch: Firmware Hotpatching for Real-Time Embedded Devices

Yi He

• Jan 1, 2022 • 1 min read

Unsupervised Contextual Anomaly Detection for Database Systems

Sainan Li

• Jan 1, 2022 • 1 min read

A Hard Label Black-box Adversarial Attack Against Graph Neural Networks

Jiaming Mu

• Jan 1, 2021 • 1 min read

Efficient Forwarding Anomaly Detection in Software-Defined Networks

Qi Li

• Jan 1, 2021 • 1 min read

DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps

Shengqu Xi

• Jan 1, 2019 • 1 min read

HyperService: Interoperability and Programmability Across Heterogeneous Blockchains

Zhuotao Liu

• Jan 1, 2019 • 1 min read

Managing Recurrent Virtual Network Updates in Multi-Tenant Datacenters: A System Perspective

Zhuotao Liu

• Jan 1, 2019 • 1 min read

Umbrella: Enabling ISPs to Offer Readily Deployable and Privacy-Preserving DDoS Prevention Services

Zhuotao Liu

• Jan 1, 2019 • 1 min read

Enabling Efficient Source and Path Verification via Probabilistic Packet Marking

Bo Wu

• Jan 1, 2018 • 1 min read

Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding

Zhuotao Liu

• Jan 1, 2018 • 1 min read

Practical Proactive DDoS-Attack Mitigation via Endpoint-Driven In-Network Traffic Control

Zhuotao Liu

• Jan 1, 2018 • 1 min read

TorPolice: Towards enforcing service-defined access policies for anonymous communication in the Tor network

Zhuotao Liu

• Jan 1, 2017 • 1 min read

MiddlePolice: Toward Enforcing Destination-Defined Policies in the Middle of the Internet

Zhuotao Liu

• Jan 1, 2016 • 1 min read