Search Results for author: Aliya Tastemirova

Found 2 papers, 1 papers with code

Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples

no code implementations4 Jul 2022 Giovanni Apruzzese, Rodion Vladimirov, Aliya Tastemirova, Pavel Laskov

ML, however, is known to be vulnerable to adversarial examples; moreover, as our paper will show, the 5G context is exposed to a yet another type of adversarial ML attacks that cannot be formalized with existing threat models.

SoK: The Impact of Unlabelled Data in Cyberthreat Detection

2 code implementations18 May 2022 Giovanni Apruzzese, Pavel Laskov, Aliya Tastemirova

A potential solution to this problem are semisupervised learning (SsL) methods, which combine small labelled datasets with large amounts of unlabelled data.

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