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Mohammad Esmaeilpour
Mohammad Esmaeilpour
Ph.D., Eng., Machine Learning
Bestätigte E-Mail-Adresse bei desjardins.com
Titel
Zitiert von
Zitiert von
Jahr
A robust approach for securing audio classification against adversarial attacks
M Esmaeilpour, P Cardinal, AL Koerich
IEEE Transactions on information forensics and security 15, 2147-2159, 2019
812019
Unsupervised feature learning for environmental sound classification using weighted cycle-consistent generative adversarial network
M Esmaeilpour, P Cardinal, AL Koerich
Applied Soft Computing 86, 105912, 2020
522020
Detection of adversarial attacks and characterization of adversarial subspace
M Esmaeilpour, P Cardinal, AL Koerich
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
252020
Cross-representation transferability of adversarial attacks: From spectrograms to audio waveforms
KM Koerich, M Esmailpour, S Abdoli, AS Britto, AL Koerich
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
242020
Class-conditional defense GAN against end-to-end speech attacks
M Esmaeilpour, P Cardinal, AL Koerich
Icassp 2021-2021 ieee international conference on acoustics, speech and …, 2021
212021
Multidiscriminator sobolev defense-GAN against adversarial attacks for end-to-end speech systems
M Esmaeilpour, P Cardinal, AL Koerich
IEEE Transactions on Information Forensics and Security 17, 2044-2058, 2022
162022
Bi-discriminator GAN for tabular data synthesis
M Esmaeilpour, N Chaalia, A Abusitta, FX Devailly, W Maazoun, ...
Pattern Recognition Letters 159, 204-210, 2022
112022
Towards robust speech-to-text adversarial attack
M Esmaeilpour, P Cardinal, AL Koerich
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
102022
Cyclic defense gan against speech adversarial attacks
M Esmaeilpour, P Cardinal, AL Koerich
IEEE Signal Processing Letters 28, 1769-1773, 2021
102021
Adversarially training for audio classifiers
RA Sallo, M Esmaeilpour, P Cardinal
2020 25th International Conference on Pattern Recognition (ICPR), 9569-9576, 2021
102021
From sound representation to model robustness
M Esmaeilpour, P Cardinal, AL Koerich
arXiv preprint arXiv:2007.13703, 2020
92020
A New SVD-Based Image Quality Assessment
M Esmaeilpour, A Mansouri, A Mahmoudi-Aznaveh
Machine Vision and Image Processing (MVIP), 2013 8th Iranian Conference on …, 2013
92013
From environmental sound representation to robustness of 2D CNN models against adversarial attacks
M Esmaeilpour, P Cardinal, AL Koerich
Applied Acoustics 195, 108817, 2022
52022
Rsd-gan: regularized Sobolev defense gan against speech-to-text adversarial attacks
M Esmaeilpour, N Chaalia, P Cardinal
IEEE Signal Processing Letters 29, 1998-2002, 2022
32022
Towards reliable data-driven sound recognition models: Developing attack and defense algorithms
M Esmaeilpour
École de technologie supérieure, 2021
32021
Conditioning Trick for Training Stable GANs
M Esmaeilpour, RA Sallo, O St-Georges, P Cardinal, AL Koerich
arXiv preprint arXiv:2010.05844, 2020
22020
Cross-representation transferability of adversarial perturbations: From spectrograms to audio waveforms
KM Koerich, M Esmailpour, S Abdoli, AS Britto, AL Koerich
IEEE International Joint Conference on Neural Networks, 2019
22019
Bi-Discriminator Class-Conditional Tabular GAN
M Esmaeilpour, N Chaalia, A Abusitta, FX Devailly, W Maazoun, ...
arXiv preprint arXiv:2111.06549, 2021
12021
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis
M Esmaeilpour, N Chaalia, A Abusitta, FX Devailly, W Maazoun, ...
arXiv preprint arXiv:2205.11693, 2022
2022
Improving Stability of LS-GANs for Audio and Speech Signals
M Esmaeilpour, RA Sallo, O St-Georges, P Cardinal, AL Koerich
arXiv preprint arXiv:2008.05454, 2020
2020
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