Samurdhi Karunaratne

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 14

Top Topics

Artificial Intelligence

Detecting Outliers

Machine Learning Approaches

Wireless Networks

Top Venues

GLOBECOM Workshops

Publications

Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric
WiSig: A Large-Scale WiFi Signal Dataset for Receiver and Channel Agnostic RF Fingerprinting. IEEE Access 10 (2022)
Samurdhi Karunaratne, Samer S. Hanna, Danijela Cabric
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval. DySPAN (2021)
Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric
Open Set Wireless Transmitter Authorization: Deep Learning Approaches and Dataset Considerations. IEEE Trans. Cogn. Commun. Netw. 7 (1) (2021)
Samurdhi Karunaratne, Enes Krijestorac, Danijela Cabric
Penetrating RF Fingerprinting-based Authentication with a Generative Adversarial Attack. ICC (2021)
Samurdhi Karunaratne, Samer S. Hanna, Danijela Cabric
Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval. CoRR (2021)
Samurdhi Karunaratne, Samer S. Hanna, Danijela Cabric
Open Set RF Fingerprinting using Generative Outlier Augmentation. CoRR (2021)
Samurdhi Karunaratne, Samer S. Hanna, Danijela Cabric
Open Set RF Fingerprinting using Generative Outlier Augmentation. GLOBECOM (2021)
Samurdhi Karunaratne, Enes Krijestorac, Danijela Cabric
Penetrating RF Fingerprinting-based Authentication with a Generative Adversarial Attack. CoRR (2020)
Samer S. Hanna, Samurdhi Karunaratne, Danijela Cabric
Deep Learning Approaches for Open Set Wireless Transmitter Authorization. SPAWC (2020)
Haris Gacanin, Erma Perenda, Samurdhi Karunaratne, Ramy Atawia
Self-Optimization of Wireless Systems With Knowledge Management: An Artificial Intelligence Approach. IEEE Trans. Veh. Technol. 68 (10) (2019)
Samurdhi Karunaratne, Haris Gacanin
An Overview of Machine Learning Approaches in Wireless Mesh Networks. IEEE Commun. Mag. 57 (4) (2019)
Erma Perenda, Samurdhi Karunaratne, Ramy Atawia, Haris Gacanin
Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning. CoRR (2018)
Samurdhi Karunaratne, Haris Gacanin
An Overview of Machine Learning Approaches in Wireless Mesh Networks. CoRR (2018)
Samurdhi Karunaratne, Ramy Atawia, Erma Perenda, Haris Gacanin
Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks. GLOBECOM Workshops (2018)