Micro-Operator driven Local 5G Network Architecture for Industrial Internet. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Jaspreet Singh Walia; Marja Matinmikko-Blue; Mika Ylianttila (WCNC, 2019)

Local 5G Operator Architecture for Delay Critical Telehealth Applications. - Rakshitha De Silva; Yushan Siriwardhana; Tharaka Samarasinghe; Mika Ylianttila; Madhusanka Liyanage (5G World Forum, 2020)

Performance Analysis of Local 5G Operator Architectures for Industrial Internet. - Yushan Siriwardhana; Pawani Porambage; Mika Ylianttila; Madhusanka Liyanage (IEEE Internet Things J., 2020)

Performance Analysis of Softwarized Local Mobile Networks. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila (CCNC, 2021)

AI and 6G Security: Opportunities and Challenges. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila (EuCNC/6G Summit, 2021)

A Survey on Mobile Augmented Reality With 5G Mobile Edge Computing: Architectures, Applications, and Technical Aspects. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila (IEEE Commun. Surv. Tutorials, 2021)

The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges. - Yushan Siriwardhana; Gürkan Gür; Mika Ylianttila; Madhusanka Liyanage (ICT Express, 2021)

Deployment Options of 5G Network Slicing for Smart Healthcare. - Rakshitha De Silva; Yushan Siriwardhana; Tharaka Samarasinghe; Madhusanka Liyanage; Mika Ylianttila (CCNC, 2022)

Federated Learning based Anomaly Detection as an Enabler for Securing Network and Service Management Automation in Beyond 5G Networks. - Suwani Jayasinghe; Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila (EuCNC, 2022)

Robust and Resilient Federated Learning for Securing Future Networks. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Mika Ylianttila (EuCNC, 2022)

5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network. - Sehan Samarakoon; Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Sang-Yoon Chang; Jinoh Kim; Jonghyun Kim; Mika Ylianttila (CoRR, 2022)

5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network. - Sehan Samarakoon; Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Sang-Yoon Chang; Jinoh Kim; Jonghyun Kim; Mika Ylianttila (IEEE DataPort, 2022)

Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Samuel Marchal; Mika Ylianttila (CCNC, 2024)

Decentralized Defense: Leveraging Blockchain against Poisoning Attacks in Federated Learning Systems. - Rashmi Thennakoon; Arosha Wanigasundara; Sanjaya Weerasinghe; Chatura Seneviratne; Yushan Siriwardhana; Madhusanka Liyanage (CCNC, 2024)

Decentralized Learning for 6G Security: Open Issues and Future Directions. - Janani Kehelwala; Yushan Siriwardhana; Tharaka Hewa; Madhusanka Liyanage; Mika Ylianttila (EuCNC/6G Summit, 2024)

Advancing Security for 6G Smart Networks and Services. - Madhusanka Liyanage; Pawani Porambage; Engin Zeydan; Thulitha Senavirathne; Yushan Siriwardhana; Awaneesh Kumar Yadav; Bartlomiej Siniarski (EuCNC/6G Summit, 2024)

Federated Learning-powered DDoS Attack Detection for Securing Cyber Physical Systems in 5G and Beyond Networks. - Pramod Munaweera; Suranga Prasad; Tharaka Hewa; Yushan Siriwardhana; Mika Ylianttila (IoT, 2024)

Simulation of IIoT-Driven Attack Vectors on 5G Core Networks: Dataset Generation and Machine Learning Based Detection. - Suranga Prasad; Pramod Munaweera; Tharaka Hewa; Yushan Siriwardhana; Mika Ylianttila (IoT, 2024)

DDFL: A Robust Clustering-Based Defense Against Poisoning Attacks in Decentralized Federated Learning. - Asanka Amarasinghe; Yushan Siriwardhana; Tharaka Hewa; Mika Ylianttila (EuCNC/6G Summit, 2025)

Secflh- Defending Federated Learning-Based IoT Health Prediction Systems Against Poisoning Attacks. - Sanoj Liyanage; Venuranga N. Weerawardhane; Jalitha Kheminda; Yushan Siriwardhana; Thilina Weerasinghe; Madhusanka Liyanage (EuCNC/6G Summit, 2025)

Leveraging Explainable AI for Adaptive Adversarial DoS Attack Detection in 6G IoT Networks. - Tharaka Hewa; Yushan Siriwardhana; Mika Ylianttila (WCNC, 2025)

SHIELD - Secure Aggregation Against Poisoning in Hierarchical Federated Learning. - Yushan Siriwardhana; Pawani Porambage; Madhusanka Liyanage; Samuel Marchal; Mika Ylianttila (IEEE Trans. Dependable Secur. Comput., 2025)