Samurdhi Karunaratne

Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning pdf

Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, 2018, ArXiv.

Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations

Danijela Cabric, Samurdhi Karunaratne, Samer Hanna, 2020, IEEE Transactions on Cognitive Communications and Networking.

An Overview of Machine Learning Approaches in Wireless Mesh Networks

Haris Gacanin, Samurdhi Karunaratne, H. Gačanin, 2018, IEEE Communications Magazine.

Self-Optimization of Wireless Systems With Knowledge Management: An Artificial Intelligence Approach

Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, 2019, IEEE Transactions on Vehicular Technology.

Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks

Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, 2018, 2018 IEEE Globecom Workshops (GC Wkshps).

Deep Learning Approaches for Open Set Wireless Transmitter Authorization

Danijela Cabric, Samurdhi Karunaratne, Samer Hanna, 2020, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Penetrating RF Fingerprinting-based Authentication with a Generative Adversarial Attack pdf

Danijela Cabric, Samurdhi Karunaratne, Enes Krijestorac, 2020, ICC 2021 - IEEE International Conference on Communications.

WiSig: A Large-Scale WiFi Signal Dataset for Receiver and Channel Agnostic RF Fingerprinting

Danijela Cabric, Samurdhi Karunaratne, Samer S. Hanna, 2021, IEEE Access.

Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval

Danijela Cabric, Samurdhi Karunaratne, Samer S. Hanna, 2021, 2021 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN).

Open Set RF Fingerprinting using Generative Outlier Augmentation pdf

Danijela Cabric, Samurdhi Karunaratne, Samer S. Hanna, 2021, 2021 IEEE Global Communications Conference (GLOBECOM).