Yushan Siriwardhana

According to our database, Yushan Siriwardhana authored at least 22 papers between 2019 and 2025.

Collaborative distances:

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

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

Leveraging Explainable AI for Adaptive Adversarial DoS Attack Detection in 6G IoT Networks.

Tharaka Hewa, Yushan Siriwardhana, Mika Ylianttila

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 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

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2025

DDFL: A Robust Clustering-Based Defense Against Poisoning Attacks in Decentralized Federated Learning.

Asanka Amarasinghe, Yushan Siriwardhana, Tharaka Hewa, Mika Ylianttila

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2025

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

Proceedings of the 14th International Conference on the Internet of Things, 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

Proceedings of the 14th International Conference on the Internet of Things, 2024

Advancing Security for 6G Smart Networks and Services.

Madhusanka Liyanage, Pawani Porambage, Engin Zeydan, Thulitha Senavirathne, Yushan Siriwardhana, Awaneesh Kumar Yadav, Bartlomiej Siniarski

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Decentralized Learning for 6G Security: Open Issues and Future Directions.

Janani Kehelwala, Yushan Siriwardhana, Tharaka Hewa, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Decentralized Defense: Leveraging Blockchain against Poisoning Attacks in Federated Learning Systems.

Rashmi Thennakoon, Arosha Wanigasundara, Sanjaya Weerasinghe, Chatura Seneviratne, Yushan Siriwardhana, Madhusanka Liyanage

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications.

Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

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

Dataset, December, 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

Robust and Resilient Federated Learning for Securing Future Networks.

Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 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

Proceedings of the 2022 Joint European Conference on Networks and Communications & 6G Summit, 2022

Deployment Options of 5G Network Slicing for Smart Healthcare.

Rakshitha De Silva, Yushan Siriwardhana, Tharaka Samarasinghe, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

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

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

AI and 6G Security: Opportunities and Challenges.

Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

Performance Analysis of Softwarized Local Mobile Networks.

Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila

Proceedings of the 18th IEEE Annual Consumer Communications & Networking Conference, 2021

2020

Performance Analysis of Local 5G Operator Architectures for Industrial Internet.

Yushan Siriwardhana, Pawani Porambage, Mika Ylianttila, Madhusanka Liyanage

IEEE Internet Things J., 2020

Local 5G Operator Architecture for Delay Critical Telehealth Applications.

Rakshitha De Silva, Yushan Siriwardhana, Tharaka Samarasinghe, Mika Ylianttila, Madhusanka Liyanage

Proceedings of the 3rd IEEE 5G World Forum, 2020

2019

Micro-Operator driven Local 5G Network Architecture for Industrial Internet.

Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Jaspreet Singh Walia, Marja Matinmikko-Blue, Mika Ylianttila

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019