Qi Li | Inspiring Grouphttps://liuzhuotao.github.io/authors/qi-li/Qi LiHugo Blox Builder (https://hugoblox.com)en-usWed, 11 Feb 2026 00:00:00 +0000https://liuzhuotao.github.io/media/icon_hu_c9857c5319e72430.pngQi Lihttps://liuzhuotao.github.io/authors/qi-li/Blind Gods and Broken Screens: Architecting a Secure, Intent-Centric Mobile Agent Operating Systemhttps://liuzhuotao.github.io/publications/ai_and_data_security/agent_security/2-4-4/Wed, 11 Feb 2026 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/agent_security/2-4-4/A Universal Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systemshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-11/Thu, 01 Jan 2026 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-11/Achieving Interpretable DL-based Web Attack Detection through Malicious Payload Localizationhttps://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-5/Thu, 01 Jan 2026 00:00:00 +0000https://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-5/Enhancing Website Fingerprinting Attacks against Traffic Drifthttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-10/Thu, 01 Jan 2026 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-10/Understanding the Stealthy BGP Hijacking Risk in the ROV Erahttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-4/Thu, 01 Jan 2026 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-4/Pegasus: A Universal Framework for Scalable Deep Learning Inference on the Dataplanehttps://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-4/Wed, 01 Jan 2025 00:00:00 +0000https://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-4/RingSG: Optimal Secure Vertex-Centric Computation for Collaborative Graph Processinghttps://liuzhuotao.github.io/publications/ai_and_data_security/privacy-preserving_machinelearning/2-1-3/Wed, 01 Jan 2025 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/privacy-preserving_machinelearning/2-1-3/TrafficFormer: An Efficient Pre-trained Model for Traffic Datahttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-7/Wed, 01 Jan 2025 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-7/Training Robust Classifiers for Classfiying Encrypted Traffic under Dynamic Network Conditionshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-9/Wed, 01 Jan 2025 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-9/Brain-on-Switch: Towards Advanced Intelligent Network Dataplane via NN-Driven Traffic Analysis at Line-Speedhttps://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-1/Mon, 01 Jan 2024 00:00:00 +0000https://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-1/CoGNN: Towards Secure and Efficient Collaborative Graph Learninghttps://liuzhuotao.github.io/publications/ai_and_data_security/privacy-preserving_machinelearning/2-1-2/Mon, 01 Jan 2024 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/privacy-preserving_machinelearning/2-1-2/Learning with Semantics: Towards a Semantics-Aware Routing Anomaly Detection Systemhttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-1/Mon, 01 Jan 2024 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-1/Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffichttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-3/Mon, 01 Jan 2024 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-3/Pencil: Private and Extensible Collaborative Learning without Non-Colluding Assumptionhttps://liuzhuotao.github.io/publications/ai_and_data_security/privacy-preserving_machinelearning/2-1-1/Mon, 01 Jan 2024 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/privacy-preserving_machinelearning/2-1-1/Towards Fine-Grained Webpage Fingerprinting at Scalehttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-4/Mon, 01 Jan 2024 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-4/An Efficient Design of Intelligent Network Data Planehttps://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-2/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/intelligent_network_architecture/3-2-2/Cross Container Attacks: The Bewildered eBPF on Cloudshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/systems_security/1-4-3/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/systems_security/1-4-3/Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-day Web Attack Detection across Web Domainshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-2/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-2/martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecturehttps://liuzhuotao.github.io/publications/web3_and_block_chain/zero_knowledge_proof/4-3-1/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/web3_and_block_chain/zero_knowledge_proof/4-3-1/Provenance of Training without Training Data: Towards Privacy-Preserving DNN Model Ownership Verificationhttps://liuzhuotao.github.io/publications/ai_and_data_security/ai_security/2-3-1/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/ai_security/2-3-1/Robust Multi-tab Website Fingerprinting Attacks in the Wildhttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-1/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-1/Secure Inter-domain Routing and Forwarding via Verifiable Forwarding Commitmentshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-2/Sun, 01 Jan 2023 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-2/Automated Multi-Tab Website Fingerprinting Attackhttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-5/Sat, 01 Jan 2022 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/encrypted_traffic_analysis/1-2-5/Dynamic Network Security Function Enforcement via Joint Flow and Function Schedulinghttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/ddos_attack_prevention/1-3-5/Sat, 01 Jan 2022 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/ddos_attack_prevention/1-3-5/Good Learning, Bad Performance: A Novel Attack Against RL-Based Congestion Control Systemshttps://liuzhuotao.github.io/publications/ai_and_data_security/ai_security/2-3-2/Sat, 01 Jan 2022 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/ai_security/2-3-2/Make Web3.0 Connectedhttps://liuzhuotao.github.io/publications/web3_and_block_chain/web3_infra_and_application/4-2-1/Sat, 01 Jan 2022 00:00:00 +0000https://liuzhuotao.github.io/publications/web3_and_block_chain/web3_infra_and_application/4-2-1/RapidPatch: Firmware Hotpatching for Real-Time Embedded Deviceshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/systems_security/1-4-2/Sat, 01 Jan 2022 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/systems_security/1-4-2/Unsupervised Contextual Anomaly Detection for Database Systemshttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/systems_security/1-4-4/Sat, 01 Jan 2022 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/systems_security/1-4-4/A Hard Label Black-box Adversarial Attack Against Graph Neural Networkshttps://liuzhuotao.github.io/publications/ai_and_data_security/ai_security/2-3-3/Fri, 01 Jan 2021 00:00:00 +0000https://liuzhuotao.github.io/publications/ai_and_data_security/ai_security/2-3-3/Efficient Forwarding Anomaly Detection in Software-Defined Networkshttps://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/datacenter_networking/3-1-5/Fri, 01 Jan 2021 00:00:00 +0000https://liuzhuotao.github.io/publications/networking_infrastructure_for_ai/datacenter_networking/3-1-5/Enabling Efficient Source and Path Verification via Probabilistic Packet Markinghttps://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-3/Mon, 01 Jan 2018 00:00:00 +0000https://liuzhuotao.github.io/publications/secure_networking_and_systems_infrastructure/secure_internet_routing/1-1-3/