2 papers
cs.CR2024
Improving behavior based authentication against adversarial attack using XAI
Dong Qin, George Amariucai, Daji Qiao +1
In recent years, machine learning models, especially deep neural networks, have been widely used for classification tasks in the security domain. However, these models have been sh…
cs.LG2023
A Comprehensive and Reliable Feature Attribution Method: Double-sided Remove and Reconstruct (DoRaR)
Dong Qin, George Amariucai, Daji Qiao +2
The limited transparency of the inner decision-making mechanism in deep neural networks (DNN) and other machine learning (ML) models has hindered their application in several domai…