3 papers
cs.LG2026
Adaptive Regularization for Sparsity Control in Bregman-Based Optimizers
Ahmad Aloradi, Tim Roith, Emanuël A. P. Habets +1
Sparse training reduces the memory and computational costs of deep neural networks. However, sparse optimization methods, e.g., those adding an penalty, often control spar…
eess.AS2026
VoxATtack: A Multimodal Attack on Voice Anonymization Systems
Ahmad Aloradi, Ãnal Ege Gaznepoglu, Emanuël A. P. Habets +1
Voice anonymization systems aim to protect speaker privacy by obscuring vocal traits while preserving the linguistic content relevant for downstream applications. However, because…
eess.AS2026
You Are What You Say: Exploiting Linguistic Content for VoicePrivacy Attacks
Ãnal Ege Gaznepoglu, Anna Leschanowsky, Ahmad Aloradi +4
Speaker anonymization systems hide the identity of speakers while preserving other information such as linguistic content and emotions. To evaluate their privacy benefits, attacks…