Dr Minzhao Lyu

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Minzhao Lyu received his B.Eng. (First Class Hons.) and Ph.D. degrees from the University of New South Wales, Sydney, Australia in 2017 and 2022, respectively. He is a Lecturer at the University of New South Wales, Sydney, Australia. His research primarily focuses on making computer networks secure and performant using network traffic analysis, programmable networks, and machine learning techniques.

Please check his homepage https://minzhaolyu.github.io for more information.

E-mail

minzhao.lyu@unsw.edu.au

Book Chapters | 2024

Lyu M; Madanapalli SC; Vishwanath A; Sivaraman V, 2024, 'Network Anatomy and Real-Time Measurement of Nvidia GeForce NOW Cloud Gaming', in , pp. 61 - 91, http://dx.doi.org/10.1007/978-3-031-56249-5_3
Journal articles | 2024

He X; Cui F; Lyu M; Sun D; Zhang X; Shi J; Zhang Y; Jiang S; Zhao J, 2024, 'Key Factors Influencing the Operationalization and Effectiveness of Telemedicine Services in Henan Province, China: Cross-Sectional Analysis', Journal of Medical Internet Research, 26, http://dx.doi.org/10.2196/45020

Journal articles | 2024

Lyu M; Habibi Gharakheili H; Sivaraman V, 2024, 'A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection', IEEE Access, 12, pp. 89363 - 89383, http://dx.doi.org/10.1109/ACCESS.2024.3419068

Journal articles | 2024

Lyu M; Tripathi RD; Sivaraman V, 2024, 'MetaVRadar: Measuring Metaverse Virtual Reality Network Activity', Performance Evaluation Review, 52, pp. 11 - 12, http://dx.doi.org/10.1145/3673660.3655065

Journal articles | 2023

Lyu M; Gharakheili HH; Sivaraman V, 2023, 'A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques', ACM Computing Surveys, 55, http://dx.doi.org/10.1145/3547331

Journal articles | 2023

Lyu M; Habibi Gharakheili H; Russell C; Sivaraman V, 2023, 'Enterprise DNS Asset Mapping and Cyber-Health Tracking via Passive Traffic Analysis', IEEE Transactions on Network and Service Management, 20, pp. 3699 - 3716, http://dx.doi.org/10.1109/TNSM.2022.3221981

Journal articles | 2023

Lyu M; Habibi Gharakheili H; Sivaraman V, 2023, 'PEDDA: Practical and Effective Detection of Distributed Attacks on enterprise networks via progressive multi-stage inference', Computer Networks, 233, http://dx.doi.org/10.1016/j.comnet.2023.109873

Journal articles | 2023

Lyu M; Tripathi RD; Sivaraman V, 2023, 'MetaVRadar: Measuring Metaverse Virtual Reality Network Activity', Proceedings of the ACM on Measurement and Analysis of Computing Systems, 7, http://dx.doi.org/10.1145/3626786

Journal articles | 2022

Lyu M; Habibi Gharakheili H; Sivaraman V, 2022, 'Classifying and tracking enterprise assets via dual-grained network behavioral analysis', Computer Networks, 218, http://dx.doi.org/10.1016/j.comnet.2022.109387

Journal articles | 2021

Chen B; Qiao S; Zhao J; Liu D; Shi X; Lyu M; Chen H; Lu H; Zhai Y, 2021, 'A Security Awareness and Protection System for 5G Smart Healthcare Based on Zero-Trust Architecture', IEEE Internet of Things Journal, 8, pp. 10248 - 10263, http://dx.doi.org/10.1109/JIOT.2020.3041042

Journal articles | 2021

Cui F; He X; Zhai Y; Lyu M; Shi J; Sun D; Jiang S; Li C; Zhao J, 2021, 'Application of telemedicine services based on a regional telemedicine platform in China from 2014 to 2020: Longitudinal trend analysis', Journal of Medical Internet Research, 23, http://dx.doi.org/10.2196/28009

Journal articles | 2021

Lyu M; Gharakheili HH; Russell C; Sivaraman V, 2021, 'Hierarchical Anomaly-Based Detection of Distributed DNS Attacks on Enterprise Networks', IEEE Transactions on Network and Service Management, 18, pp. 1031 - 1048, http://dx.doi.org/10.1109/TNSM.2021.3050091

Journal articles | 2019

Gharakheili HH; Lyu M; Wang Y; Kumar H; Sivaraman V, 2019, 'iTeleScope: Softwarized Network Middle-Box for Real-Time Video Telemetry and Classification', IEEE Transactions on Network and Service Management, 16, pp. 1071 - 1085, http://dx.doi.org/10.1109/TNSM.2019.2929511
Conference Papers | 2024

Gil MZ; Hu Z; Lyu M; Batista G; Habibi Gharakheili H, 2024, 'Systematic Mapping and Temporal Reasoning of IoT Cyber Risks using Structured Data', in Asian Internet Engineering Conference, AINTEC 2024, pp. 18 - 25, http://dx.doi.org/10.1145/3674213.3674216

Conference Papers | 2024

Guo S; Lyu M; Gharakheili HH, 2024, 'Realizing Open and Decentralized Marketplace for Exchanging Data of Expected IoT Behaviors', in Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024, http://dx.doi.org/10.1109/NOMS59830.2024.10575272

Preprints | 2024

Lyu M; Madanapalli SC; Vishwanath A; Sivaraman V, 2024, Network Anatomy and Real-Time Measurement of Nvidia GeForce NOW Cloud Gaming, http://dx.doi.org/10.1007/978-3-031-56249-5_3

Conference Papers | 2024

Lyu M; Tripathi RD; Sivaraman V, 2024, 'MetaVRadar: Measuring metaverse virtual reality network activity', in SIGMETRICS/PERFORMANCE 2024 - Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, pp. 11 - 12, http://dx.doi.org/10.1145/3652963.3655065

Preprints | 2024

Lyu M; Tripathi RD; Sivaraman V, 2024, MetaVRadar: Measuring Metaverse Virtual Reality Network Activity, http://dx.doi.org/10.1145/3626786

Conference Papers | 2024

Lyu M; Wang Y; Sivaraman V, 2024, 'Do Cloud Games Adapt to Client Settings and Network Conditions?', in 2024 IFIP Networking Conference, IFIP Networking 2024, pp. 482 - 488, http://dx.doi.org/10.23919/IFIPNetworking62109.2024.10619817

Conference Papers | 2024

Lyu M; Wang Y; Sivaraman V, 2024, 'Measuring GenAI Usage Patterns in a University Campus via Network Traffic Analysis', in Asian Internet Engineering Conference, AINTEC 2024, pp. 1 - 9, http://dx.doi.org/10.1145/3674213.3674214

Conference Papers | 2024

Tripathi RD; Lyu M; Sivaraman V, 2024, 'Assessing the Impact of Network Quality-of-Service on Metaverse Virtual Reality User Experience', in Proceedings - 2024 IEEE International Conference on Metaverse Computing, Networking, and Applications, MetaCom 2024, pp. 206 - 213, http://dx.doi.org/10.1109/MetaCom62920.2024.00042

Preprints | 2024

Tripathi RD; Lyu M; Sivaraman V, 2024, Assessing the Impact of Network Quality-of-Service on Metaverse Virtual Reality User Experience, , http://arxiv.org/abs/2407.10423v1

Conference Papers | 2024

Wang Y; Lyu M; Sivaraman V, 2024, 'Characterizing User Platforms for Video Streaming in Broadband Networks', in Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC, pp. 563 - 579, http://dx.doi.org/10.1145/3646547.3688435

Conference Papers | 2024

Wang Y; Lyu M; Sivaraman V, 2024, 'Standardizing Multimedia QoE Telemetry from Telecommunications Networks for Open Analytics', in EMS 2024 - Proceedings of the 2024 SIGCOMM Workshop on Emerging Multimedia Systems, pp. 14 - 20, http://dx.doi.org/10.1145/3672196.3673400

Preprints | 2024

Wang Y; Lyu M; Sivaraman V, 2024, Characterizing User Platforms for Video Streaming in Broadband Networks, http://dx.doi.org/10.1145/3646547.3688435

Preprints | 2023

Guo S; Lyu M; Gharakheili HH, 2023, Realizing Open and Decentralized Marketplace for Exchanging Data of Expected IoT Behaviors, http://dx.doi.org/10.1109/NOMS59830.2024.10575272

Preprints | 2023

Lyu M; Gharakheili HH; Sivaraman V, 2023, A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection, http://dx.doi.org/10.1109/ACCESS.2024.3419068

Conference Papers | 2022

Han J; Lyu M; Sivaraman V, 2022, 'On the Validity of Internet Speed Test Tools and Broadband Measurement Programs', in ACM International Conference Proceeding Series, pp. 1 - 9, http://dx.doi.org/10.1145/3570748.3570749

Preprints | 2022

He X; Cui F; Lyu M; Sun D; Zhang X; Shi J; Zhang Y; Jiang S; Zhao J, 2022, Key Factors Influencing the Operationalization and Effectiveness of Telemedicine Services in Henan Province, China: Cross-Sectional Analysis (Preprint), http://dx.doi.org/10.2196/preprints.45020

Preprints | 2022

Lyu M; Gharakheili HH; Russell C; Sivaraman V, 2022, Analyzing Enterprise DNS Traffic to Classify Assets and Track Cyber-Health, http://dx.doi.org/10.1109/TNSM.2022.3221981

Preprints | 2022

Lyu M; Gharakheili HH; Sivaraman V, 2022, A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques, http://dx.doi.org/10.1145/3547331

Preprints | 2021

Cui F; He X; Zhai Y; Lyu M; Shi J; Sun D; Jiang S; Li C; Zhao J, 2021, Application of Telemedicine Services Based on a Regional Telemedicine Platform in China From 2014 to 2020: Longitudinal Trend Analysis (Preprint), http://dx.doi.org/10.2196/preprints.28009

Conference Papers | 2019

Lyu M; Habibi Gharakheili H; Russell C; Sivaraman V, 2019, 'Mapping an Enterprise Network by Analyzing DNS Traffic', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Puerto Varas, Chile, pp. 129 - 144, presented at 20th International Conference, PAM 2019 Puerto Varas, Chile, March 27-29, 2019, proceedings, Puerto Varas, Chile, 27 March 2019 - 29 March 2019, http://dx.doi.org/10.1007/978-3-030-15986-3_9

Preprints | 2018

Gharakheili HH; Lyu M; Wang Y; Kumar H; Sivaraman V, 2018, iTeleScope: Intelligent Video Telemetry and Classification in Real-Time using Software Defined Networking, http://dx.doi.org/10.48550/arxiv.1804.09914

Conference Papers | 2018

Madanapalli SC; Lyu M; Kumar H; Gharakheili HH; Sivaraman V, 2018, 'Real-time detection, isolation and monitoring of elephant flows using commodity SDN system', in IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018, pp. 1 - 5, http://dx.doi.org/10.1109/NOMS.2018.8406200

Conference Papers | 2017

Lyu M; Sherratt D; Sivanathan A; Gharakheili HH; Radford A; Sivaraman V, 2017, 'Quantifying the reflective DDoS attack capability of household IoT devices', in Proceedings of the 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, WiSec 2017, Boston, Massachusetts, U.S.A, pp. 46 - 51, presented at 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, Boston, Massachusetts, U.S.A, 18 July 2017 - 20 July 2017, http://dx.doi.org/10.1145/3098243.3098264

I am working on research projects to help telecommunications data networks better support interactive multimedia applications (e.g., metaverse, cloud gaming, video streaming) and enhance their cybersecurity. Toward the objectives, I am using novel techniques in network traffic analysis, programmable networking, and AI/ML.

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