[HTML][HTML] Dynamic-Max-Value ReLU Functions for Adversarially Robust Machine Learning Models

K Sooksatra, P Rivas - Mathematics, 2024 - mdpi.com
The proliferation of deep learning has transformed artificial intelligence, demonstrating
prowess in domains such as image recognition, natural language processing, and robotics …

On adversarial examples for text classification by perturbing latent representations

K Sooksatra, B Khanal, P Rivas - arxiv preprint arxiv:2405.03789, 2024 - arxiv.org
Recently, with the advancement of deep learning, several applications in text classification
have advanced significantly. However, this improvement comes with a cost because deep …