Search Results for author: Nada Jadalla

Found 1 papers, 0 papers with code

Mitigating Label Flipping Attacks in Malicious URL Detectors Using Ensemble Trees

no code implementations5 Mar 2024 Ehsan Nowroozi, Nada Jadalla, Samaneh Ghelichkhani, Alireza Jolfaei

We propose an innovative alarm system that detects the presence of poisoned labels and a defense mechanism designed to uncover the original class labels with the aim of mitigating backdoor attacks on ensemble tree classifiers.

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