Personal information

Activities

Employment (2)

University of Ontario Institute of Technology: Oshawa, Ontario, CA

2024-01-01 to present | Assistant Professor (Faculty of Business and Information Technology)
Employment
Source: Self-asserted source
Li Yang

Western University: London, ON, CA

2022-08-19 to 2023-12-31 | Postdoctoral Associate (Electrical and Computer Engineering)
Employment
Source: Self-asserted source
Li Yang

Education and qualifications (2)

Western University: London, ON, CA

2018-09-01 to 2022-08-18 | Ph.D (Electrical and Computer Engineering)
Education
Source: Self-asserted source
Li Yang

University of Guelph: Guelph, ON, CA

2016-09-01 to 2018-06-30 | Master of Applied Science (Engineering)
Education
Source: Self-asserted source
Li Yang

Works (46)

Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis

IEEE Transactions on Network and Service Management
2024 | Journal article
Contributors: Li Yang; Mirna El Rajab; Abdallah Shami; Sami Muhaidat
Source: check_circle
Crossref

On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case

IEEE Access
2024 | Journal article
Contributors: Fatemeh Dehrouyeh; Li Yang; Firouz Badrkhani Ajaei; Abdallah Shami
Source: check_circle
Crossref

Zero-touch networks: Towards next-generation network automation

Computer Networks
2024-04 | Journal article
Contributors: Mirna El Rajab; Li Yang; Abdallah Shami
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis

2024-03-18 | Preprint
Contributors: Li Yang; Mirna El Rajab; Abdallah Shami; Sami Muhaidat
Source: check_circle
Crossref

Diving Into Zero-Touch Network Security: Use-Case Driven Analysis

TechRxiv
2023 | Other
EID:

2-s2.0-85171848058

Contributors: Yang, L.; El Rajab, M.; Shami, A.; Muhaidat, S.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Forensic Data Analytics for Anomaly Detection in Evolving Networks

arXiv
2023 | Other
EID:

2-s2.0-85171396641

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Shami, A.; Boukhtouta, A.; Heidari, P.; Preda, S.; Brunner, R.; Migault, D.; Larabi, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Forensic Data Analytics for Anomaly Detection in Evolving Networks

Innovations in Digital Forensics
2023 | Book chapter
EID:

2-s2.0-85177518119

Contributors: Yang, L.; Moubayed, A.; Shami, A.; Boukhtouta, A.; Heidari, P.; Preda, S.; Brunner, R.; Migault, D.; Larabi, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks

TechRxiv
2023 | Other
EID:

2-s2.0-85171843092

Contributors: Yang, L.; Naser, S.; Shami, A.; Muhaidat, S.; Ong, L.; Debbah, M.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Zero-Touch Networks: Towards Next-Generation Network Automation

arXiv
2023 | Other
EID:

2-s2.0-85180443353

Part of ISSN: 23318422
Contributors: El Rajab, M.; Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection

2023-11-06 | Conference paper
Contributors: Li Yang; Abdallah Shami
Source: check_circle
Crossref

Diving Into Zero-Touch Network Security: Use-Case Driven Analysis

TechRxiv
2023-08-22 | Preprint
Contributors: Li Yang; Mirna El Rajab; Abdallah Shami; Sami Muhaidat
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks

TechRxiv
2023-08-22 | Preprint
Contributors: Li Yang; Shimaa Naser; Abdallah Shami; Sami Muhaidat; Lyndon Ong; Merouane Debbah
Source: Self-asserted source
Li Yang

Forensic Data Analytics for Anomaly Detection in Evolving Networks

World Scientific Series in Digital Forensics and Cybersecurity
2023-07 | Book chapter
Part of ISBN: 9789811273193
Part of ISBN: 9789811273209
Part of ISSN: 2661-4278
Part of ISSN: 2661-4286
Contributors: Li Yang; Abdallah Moubayed; Abdallah Shami; Amine Boukhtouta; Parisa Heidari; Stere Preda; Richard Brunner; Daniel Migault; Adel Larabi
Source: Self-asserted source
Li Yang

A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems

IEEE Transactions on Industrial Informatics
2023-02 | Journal article
Contributors: Li Yang; Abdallah Shami
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems

arXiv
2022 | Other
EID:

2-s2.0-85140869720

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles

arXiv
2022 | Other
EID:

2-s2.0-85170915261

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles

arXiv
2022 | Other
EID:

2-s2.0-85124118114

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective

arXiv
2022 | Other
EID:

2-s2.0-85138531397

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in the Internet of Vehicles

Proceedings - IEEE Global Communications Conference, GLOBECOM
2022 | Conference paper
EID:

2-s2.0-85146955413

Part of ISSN: 25766813 23340983
Contributors: Yang, L.; Shami, A.; Stevens, G.; De Rusett, S.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

IDS-ML: An open source code for Intrusion Detection System development using Machine Learning

Software Impacts
2022-12 | Journal article
Contributors: Li Yang; Abdallah Shami
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

IoT data analytics in dynamic environments: From an automated machine learning perspective

Engineering Applications of Artificial Intelligence
2022-11 | Journal article
Contributors: Li Yang; Abdallah Shami
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles

ICC 2022 - IEEE International Conference on Communications
2022-08 | Conference paper
Contributors: Li Yang
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles

IEEE GlobeCom 2022
2022-08 | Conference paper
Contributors: Li Yang
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

A lightweight concept drift detection and adaptation framework for IoT data streams

arXiv
2021 | Other
EID:

2-s2.0-85171056138

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

A lightweight concept drift detection and adaptation framework for IoT data streams

arXiv
2021 | Other
EID:

2-s2.0-85106131275

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Concept drift detection in federated networked systems

arXiv
2021 | Other
EID:

2-s2.0-85170594033

Part of ISSN: 23318422
Contributors: Manias, D.M.; Shaer, I.; Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Concept drift detection in federated networked systems

arXiv
2021 | Other
EID:

2-s2.0-85115859043

Part of ISSN: 23318422
Contributors: Manias, D.M.; Shaer, I.; Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

MTH-IDS: A multi-tiered hybrid intrusion detection system for internet of vehicles

arXiv
2021 | Other
EID:

2-s2.0-85170600828

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

MTH-IDS: A multi-tiered hybrid intrusion detection system for internet of vehicles

arXiv
2021 | Other
EID:

2-s2.0-85108343214

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Multi-perspective content delivery networks security framework using optimized unsupervised anomaly detection

arXiv
2021 | Other
EID:

2-s2.0-85169994636

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Shami, A.; Heidari, P.; Boukhtouta, A.; Larabi, A.; Brunner, R.; Preda, S.; Migault, D.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Multi-perspective content delivery networks security framework using optimized unsupervised anomaly detection

arXiv
2021 | Other
EID:

2-s2.0-85112039495

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Shami, A.; Heidari, P.; Boukhtouta, A.; Larabi, A.; Brunner, R.; Preda, S.; Migault, D.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

PWPAE: An ensemble framework for concept drift adaptation in IoT data streams

arXiv
2021 | Other
EID:

2-s2.0-85169941181

Part of ISSN: 23318422
Contributors: Yang, L.; Manias, D.M.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

PWPAE: An ensemble framework for concept drift adaptation in IoT data streams

arXiv
2021 | Other
EID:

2-s2.0-85115673320

Part of ISSN: 23318422
Contributors: Yang, L.; Manias, D.M.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Concept Drift Detection in Federated Networked Systems

2021 IEEE Global Communications Conference (GLOBECOM)
2021-12 | Conference paper
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams

2021 IEEE Global Communications Conference (GLOBECOM)
2021-12 | Conference paper
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection

IEEE Transactions on Network and Service Management
2021-07-26 | Journal article
Part of ISSN: 1932-4537
Part of ISSN: 2373-7379
Source: Self-asserted source
Li Yang
grade
Preferred source (of 3)‎

MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles

IEEE Internet of Things Journal
2021-05-28 | Journal article
Part of ISSN: 2327-4662
Part of ISSN: 2372-2541
Source: Self-asserted source
Li Yang
grade
Preferred source (of 3)‎

A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams

IEEE Internet of Things Magazine
2021-05-10 | Journal article
Part of ISSN: 2576-3180
Part of ISSN: 2576-3199
Source: Self-asserted source
Li Yang

On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice

arXiv
2020 | Other
EID:

2-s2.0-85141603243

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice

arXiv
2020 | Other
EID:

2-s2.0-85095542340

Part of ISSN: 23318422
Contributors: Yang, L.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

On hyperparameter optimization of machine learning algorithms: Theory and practice

Neurocomputing
2020-11 | Journal article
Part of ISSN: 0925-2312
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

Tree-based intelligent intrusion detection system in internet of vehicles

arXiv
2019 | Other
EID:

2-s2.0-85094354366

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Hamieh, I.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Tree-based Intelligent Intrusion Detection System in Internet of Vehicles

arXiv
2019 | Other
EID:

2-s2.0-85141651381

Part of ISSN: 23318422
Contributors: Yang, L.; Moubayed, A.; Hamieh, I.; Shami, A.
Source: Self-asserted source
Li Yang via Scopus - Elsevier

Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles

2019 IEEE Global Communications Conference (GLOBECOM)
2019-12 | Conference paper
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems

IEEE Access
2018 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Li Yang
grade
Preferred source (of 2)‎

Comprehensive Visibility Indicator Algorithm for Adaptable Speed Limit Control in Intelligent Transportation Systems

2018-05 | Dissertation or Thesis
Source: Self-asserted source
Li Yang

Peer review (5 reviews for 3 publications/grants)

Review activity for Artificial intelligence review. (2)
Review activity for Engineering applications of artificial intelligence. (1)
Review activity for Measurement. (2)