Li Yang

According to our database, Li Yang authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Li Yang, Mirna El Rajab, Abdallah Shami, Sami Muhaidat

IEEE Trans. Netw. Serv. Manag., June, 2024

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

Li Yang, Abdallah Shami

CoRR, 2024

Zero-touch networks: Towards next-generation network automation.

Mirna El Rajab, Li Yang, Abdallah Shami

Comput. Networks, 2024

On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case.

Fatemeh Dehrouyeh, Li Yang, Firouz Badrkhani Ajaei, Abdallah Shami

IEEE Access, 2024

2023

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

Li Yang, Abdallah Shami

IEEE Trans. Ind. Informatics, 2023

Forensic Data Analytics for Anomaly Detection in Evolving Networks.

Li Yang, Abdallah Moubayed, Abdallah Shami, Amine Boukhtouta, Parisa Heidari, Stere Preda, Richard Brunner, Daniel Migault, Adel Larabi

CoRR, 2023

2022

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

Li Yang, Abdallah Shami

Softw. Impacts, December, 2022

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

Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault

IEEE Trans. Netw. Serv. Manag., 2022

MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles.

Li Yang, Abdallah Moubayed, Abdallah Shami

IEEE Internet Things J., 2022

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

Li Yang, Abdallah Shami

Eng. Appl. Artif. Intell., 2022

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

Li Yang, Abdallah Shami

Proceedings of the IEEE International Conference on Communications, 2022

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

Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett

Proceedings of the IEEE Global Communications Conference, 2022

2021

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

Li Yang, Abdallah Shami

IEEE Internet Things Mag., 2021

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

Li Yang, Abdallah Moubayed, Abdallah Shami

CoRR, 2021

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

Li Yang, Dimitrios Michael Manias, Abdallah Shami

Proceedings of the IEEE Global Communications Conference, 2021

Concept Drift Detection in Federated Networked Systems.

Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami

Proceedings of the IEEE Global Communications Conference, 2021

2020

On hyperparameter optimization of machine learning algorithms: Theory and practice.

Li Yang, Abdallah Shami

Neurocomputing, 2020

2019

Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles.

Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems.

Li Yang, Radu Muresan, Arafat Al-Dweik, Leontios J. Hadjileontiadis

IEEE Access, 2018