Samurdhi Karunaratne

According to our database, Samurdhi Karunaratne authored at least 10 papers between 2018 and 2022.

Collaborative distances:

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

2022

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

Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric

IEEE Access, 2022

2021

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

Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric

IEEE Trans. Cogn. Commun. Netw., 2021

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

Samurdhi Karunaratne, Enes Krijestorac, Danijela Cabric

Proceedings of the ICC 2021, 2021

Open Set RF Fingerprinting using Generative Outlier Augmentation.

Samurdhi Karunaratne, Samer S. Hanna, Danijela Cabric

Proceedings of the IEEE Global Communications Conference, 2021

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

Samurdhi Karunaratne, Samer S. Hanna, Danijela Cabric

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

2020

Deep Learning Approaches for Open Set Wireless Transmitter Authorization.

Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

2019

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

Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, Ramy Atawia

IEEE Trans. Veh. Technol., 2019

An Overview of Machine Learning Approaches in Wireless Mesh Networks.

Samurdhi Karunaratne, Haris Gacanin

IEEE Commun. Mag., 2019

2018

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

Erma Perenda, Samurdhi Karunaratne, Ramy Atawia, Haris Gacanin

CoRR, 2018

Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks.

Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin

Proceedings of the IEEE Globecom Workshops, 2018