GANDaLF: GAN for Data-Limited Fingerprinting

We introduce Generative Adversarial Networks for Data-Limited Fingerprinting (GANDaLF), a new deep-learning-based technique to perform Website Fingerprinting (WF) on Tor traffic. In contrast to most earlier work on deep-learning for WF, GANDaLF is intended to work with few training samples, and achi...

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Bibliographic Details
Main Authors: Oh Se Eun, Mathews Nate, Rahman Mohammad Saidur, Wright Matthew, Hopper Nicholas
Format: Article
Language:English
Published: Sciendo 2021-04-01
Series:Proceedings on Privacy Enhancing Technologies
Online Access:https://doi.org/10.2478/popets-2021-0029