Search Results for author: Thilini Dahanayaka

Found 2 papers, 1 papers with code

Robust open-set classification for encrypted traffic fingerprinting

1 code implementation Elsevier Computer Networks Journal 2023 Thilini Dahanayaka, Yasod Ginige, Yi Huang, Guillaume Jourjon, Suranga Seneviratne

First, we show that a well-regularized deep learning model improves the open-set classification and then we propose a novel open-set classification method with three variants that perform consistently over multiple datasets.

Classification open-set classification +1

The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting

no code implementations28 Mar 2023 Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal

Our information-theoretic approach can be extended to supervised and semi-supervised settings with straightforward derivations.

Variational Inference

Cannot find the paper you are looking for? You can Submit a new open access paper.