1 citations · 1 across the 4 of their papers we have counts for
4 papers
Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations
Urawee Thani, Gagandeep Singh, Priyanka Singh
Audio deepfake detection systems trained on one dataset often fail when deployed on data from different sources due to distributional shifts in recording conditions, synthesis meth…
Robust Answers, Fragile Logic: Probing the Decoupling Hypothesis in LLM Reasoning
Enyi Jiang, Changming Xu, Nischay Singh +2
While Chain-of-Thought (CoT) prompting has become a cornerstone for complex reasoning in Large Language Models (LLMs), the faithfulness of the generated reasoning remains an open q…
Towards Generalized Certified Robustness with Multi-Norm Training
Enyi Jiang, David S. Cheung, Gagandeep Singh
Existing certified training methods can only train models to be robust against a certain perturbation type (e.g. or ). However, an certifiably robust mod…
RAMP: Boosting Adversarial Robustness Against Multiple Perturbations for Universal Robustness
Enyi Jiang, Gagandeep Singh
Most existing works focus on improving robustness against adversarial attacks bounded by a single norm using adversarial training (AT). However, these AT models' multiple-nor…