11 citations · 18 across the 12 of their papers we have counts for
3 papers · 1 filter
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks
Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal
This paper introduces a new synthesis-based defense algorithm for counteracting with a varieties of adversarial attacks developed for challenging the performance of the cutting-edg…
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta +3
This paper introduces a novel generative adversarial network (GAN) for synthesizing large-scale tabular databases which contain various features such as continuous, discrete, and b…
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
This paper investigates the impact of different standard environmental sound representations (spectrograms) on the recognition performance and adversarial attack robustness of a vi…