Li Yang

43 papers B 4C 1Journal 36Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive review of traffic prediction: From traditional machine learning to AutoML.
Neurocomputing
Mahshid Khatiriolyaee, Li Yang, Richard W. Pazzi
2026 J jnl
Energy-Efficient Power Control and Jamming Selection Falsification for Age-Aware Covert Vehicular Communications.
IEEE Internet Things J.
Xin Sun, Wen Tian, Miao Du, Guangjie Liu, Li Yang, Chau Yuen, Mérouane Debbah
2026 J jnl
SSH-Pulse: Detecting SSH communication in tunneled traffic.
Comput. Networks
Kai Chen, Jiangtao Zhai, Guangjie Liu, Li Yang, Yuewei Dai
2025 C conf
A Per-Bag Suspicion-Based Bagging Strategy for Fighting Poisoning Attacks in Classification.
PST
Aghoghomena Akasukpe, Tomi Adeyemi, Pooria Madani, Li Yang, Miguel Vargas Martin
2025 J jnl
An Efficient Intrusion Detection System for Safeguarding Radiation Detection Systems.
CoRR
Nathanael Coolidge, Jaime González Sanz, Li Yang, Khalil El Khatib, Glenn Harvel, Nelson Agbemava, I Putu Susila, Mehmet Yavuz Yagci
2025 J jnl
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis.
CoRR
Li Yang, Mirna El Rajab, Abdallah Shami, Sami Muhaidat
2025 J jnl
Securing Radiation Detection Systems with an Efficient TinyML-Based IDS for Edge Devices.
CoRR
Einstein Rivas Pizarro, Wajiha Zaheer, Li Yang, Khalil El-Khatib, Glenn Harvel
2025 J jnl
Toward Autonomous and Efficient Cybersecurity: A Multi-Objective AutoML-based Intrusion Detection System.
CoRR
Li Yang, Abdallah Shami
2025 J jnl
Toward Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks.
IEEE Trans. Commun.
Li Yang, Shimaa Naser, Abdallah Shami, Sami Muhaidat, Lyndon Ong, Mérouane Debbah
2025 J jnl
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks.
CoRR
Li Yang, Shimaa Naser, Abdallah Shami, Sami Muhaidat, Lyndon Ong, Mérouane Debbah
2025 J jnl
Traffic Intersection Simulation Using Turning Movement Count Data in SUMO: A Case Study of Toronto Intersections.
CoRR
Harshit Maheshwari, Li Yang, Richard W. Pazzi
2024 J jnl
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis.
IEEE Trans. Netw. Serv. Manag.
Li Yang, Mirna El Rajab, Abdallah Shami, Sami Muhaidat
2024 J jnl
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case.
IEEE Access
Fatemeh Dehrouyeh, Li Yang, Firouz Badrkhani Ajaei, Abdallah Shami
2024 J jnl
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case.
CoRR
Fatemeh Dehrouyeh, Li Yang, Firouz Badrkhani Ajaei, Abdallah Shami
2024 — conf
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection.
AutonomousCyber@CCS
Li Yang, Abdallah Shami
2024 J jnl
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection.
CoRR
Li Yang, Abdallah Shami
2024 J jnl
Zero-touch networks: Towards next-generation network automation.
Comput. Networks
Mirna El Rajab, Li Yang, Abdallah Shami
2023 J jnl
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems.
IEEE Trans. Ind. Informatics
Li Yang, Abdallah Shami
2023 J jnl
Forensic Data Analytics for Anomaly Detection in Evolving Networks.
CoRR
Li Yang, Abdallah Moubayed, Abdallah Shami, Amine Boukhtouta, Parisa Heidari, Stere Preda, Richard Brunner, Daniel Migault, Adel Larabi
2023 J jnl
Zero-Touch Networks: Towards Next-Generation Network Automation.
CoRR
Mirna El Rajab, Li Yang, Abdallah Shami
2022 J jnl
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems.
CoRR
Li Yang, Abdallah Shami
2022 — conf
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles.
ICC
Li Yang, Abdallah Shami
2022 J jnl
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles.
CoRR
Li Yang, Abdallah Shami
2022 J jnl
IDS-ML: An open source code for Intrusion Detection System development using Machine Learning.
Softw. Impacts
Li Yang, Abdallah Shami
2022 J jnl
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective.
CoRR
Li Yang, Abdallah Shami
2022 J jnl
IoT data analytics in dynamic environments: From an automated machine learning perspective.
Eng. Appl. Artif. Intell.
Li Yang, Abdallah Shami
2022 B conf
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles.
GLOBECOM
Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett
2022 J jnl
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles.
CoRR
Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett
2022 J jnl
MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles.
IEEE Internet Things J.
Li Yang, Abdallah Moubayed, Abdallah Shami
2022 J jnl
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection.
IEEE Trans. Netw. Serv. Manag.
Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault
2021 J jnl
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams.
CoRR
Li Yang, Abdallah Shami
2021 J jnl
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams.
IEEE Internet Things Mag.
Li Yang, Abdallah Shami
2021 B conf
Concept Drift Detection in Federated Networked Systems.
GLOBECOM
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
2021 J jnl
Concept Drift Detection in Federated Networked Systems.
CoRR
Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami
2021 J jnl
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles.
CoRR
Li Yang, Abdallah Moubayed, Abdallah Shami
2021 J jnl
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection.
CoRR
Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault
2021 B conf
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams.
GLOBECOM
Li Yang, Dimitrios Michael Manias, Abdallah Shami
2021 J jnl
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams.
CoRR
Li Yang, Dimitrios Michael Manias, Abdallah Shami
2020 J jnl
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice.
CoRR
Li Yang, Abdallah Shami
2020 J jnl
On hyperparameter optimization of machine learning algorithms: Theory and practice.
Neurocomputing
Li Yang, Abdallah Shami
2019 B conf
Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles.
GLOBECOM
Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami
2019 J jnl
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles.
CoRR
Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami
2018 J jnl
Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems.
IEEE Access
Li Yang, Radu Muresan, Arafat Al-Dweik, Leontios J. Hadjileontiadis