Yushan Siriwardhana

25 papers B 2Journal 7Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Federated Learning for 6G Security: A Survey on Threats, Solutions, and Research Directions.
IEEE Commun. Surv. Tutorials
Chamitha de Alwis, Ons Aouedi, Jiaming Xu, Shen Wang, Yushan Siriwardhana, Tharaka Hewa, Engin Zeydan, Chamara Sandeepa, Madhusanka Liyanage
2025 — conf
DBFFL - Defending Against Dynamic Poisoning Attacks in Federated Learning in 5G and Beyond Systems.
ICC
Shashidhar R, Yushan Siriwardhana, Manoj Misra, Madhusanka Liyanage
2025 — conf
DDFL: A Robust Clustering-Based Defense Against Poisoning Attacks in Decentralized Federated Learning.
EuCNC/6G Summit
Asanka Amarasinghe, Yushan Siriwardhana, Tharaka Hewa, Mika Ylianttila
2025 — conf
EXSIMAS-6G: Explainable AI-driven Secured Intelligent Multi-Stage Auto Scaling for Cloud-native 6G Resource Management.
CSCN
Sandeewani Swarnapali, Tharaka Hewa, Yushan Siriwardhana, Mika Ylianttila
2025 B conf
Leveraging Explainable AI for Adaptive Adversarial DoS Attack Detection in 6G IoT Networks.
WCNC
Tharaka Hewa, Yushan Siriwardhana, Mika Ylianttila
2025 J jnl
SHIELD - Secure Aggregation Against Poisoning in Hierarchical Federated Learning.
IEEE Trans. Dependable Secur. Comput.
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila
2025 — conf
Secflh- Defending Federated Learning-Based IoT Health Prediction Systems Against Poisoning Attacks.
EuCNC/6G Summit
Sanoj Liyanage, Venuranga N. Weerawardhane, Jalitha Kheminda, Yushan Siriwardhana, Thilina Weerasinghe, Madhusanka Liyanage
2024 — conf
Advancing Security for 6G Smart Networks and Services.
EuCNC/6G Summit
Madhusanka Liyanage, Pawani Porambage, Engin Zeydan, Thulitha Senavirathne, Yushan Siriwardhana, Awaneesh Kumar Yadav, Bartlomiej Siniarski
2024 — conf
Decentralized Defense: Leveraging Blockchain against Poisoning Attacks in Federated Learning Systems.
CCNC
Rashmi Thennakoon, Arosha Wanigasundara, Sanjaya Weerasinghe, Chatura Seneviratne, Yushan Siriwardhana, Madhusanka Liyanage
2024 — conf
Decentralized Learning for 6G Security: Open Issues and Future Directions.
EuCNC/6G Summit
Janani Kehelwala, Yushan Siriwardhana, Tharaka Hewa, Madhusanka Liyanage, Mika Ylianttila
2024 — conf
Federated Learning-powered DDoS Attack Detection for Securing Cyber Physical Systems in 5G and Beyond Networks.
IoT
Pramod Munaweera, Suranga Prasad, Tharaka Hewa, Yushan Siriwardhana, Mika Ylianttila
2024 — conf
Robust Aggregation Technique Against Poisoning Attacks in Multi-Stage Federated Learning Applications.
CCNC
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Samuel Marchal, Mika Ylianttila
2024 — conf
Simulation of IIoT-Driven Attack Vectors on 5G Core Networks: Dataset Generation and Machine Learning Based Detection.
IoT
Suranga Prasad, Pramod Munaweera, Tharaka Hewa, Yushan Siriwardhana, Mika Ylianttila
2022 J jnl
5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network.
CoRR
Sehan Samarakoon, Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Sang-Yoon Chang, Jinoh Kim, Jonghyun Kim, Mika Ylianttila
2022 — conf
Deployment Options of 5G Network Slicing for Smart Healthcare.
CCNC
Rakshitha De Silva, Yushan Siriwardhana, Tharaka Samarasinghe, Madhusanka Liyanage, Mika Ylianttila
2022 — conf
Federated Learning based Anomaly Detection as an Enabler for Securing Network and Service Management Automation in Beyond 5G Networks.
EuCNC
Suwani Jayasinghe, Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila
2022 — conf
Robust and Resilient Federated Learning for Securing Future Networks.
EuCNC
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila
2021 J jnl
A Survey on Mobile Augmented Reality With 5G Mobile Edge Computing: Architectures, Applications, and Technical Aspects.
IEEE Commun. Surv. Tutorials
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila
2021 — conf
AI and 6G Security: Opportunities and Challenges.
EuCNC/6G Summit
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila
2021 — conf
Performance Analysis of Softwarized Local Mobile Networks.
CCNC
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Mika Ylianttila
2021 J jnl
The role of 5G for digital healthcare against COVID-19 pandemic: Opportunities and challenges.
ICT Express
Yushan Siriwardhana, Gürkan Gür, Mika Ylianttila, Madhusanka Liyanage
2020 — conf
Local 5G Operator Architecture for Delay Critical Telehealth Applications.
5G World Forum
Rakshitha De Silva, Yushan Siriwardhana, Tharaka Samarasinghe, Mika Ylianttila, Madhusanka Liyanage
2020 J jnl
Performance Analysis of Local 5G Operator Architectures for Industrial Internet.
IEEE Internet Things J.
Yushan Siriwardhana, Pawani Porambage, Mika Ylianttila, Madhusanka Liyanage
2019 B conf
Micro-Operator driven Local 5G Network Architecture for Industrial Internet.
WCNC
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Jaspreet Singh Walia, Marja Matinmikko-Blue, Mika Ylianttila
2018 J jnl
Micro-Operator driven Local 5G Network Architecture for Industrial Internet.
CoRR
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage, Jaspreet Singh Walia, Marja Matinmikko-Blue, Mika Ylianttila