2 papers
cs.CR2023
A Survey on Privacy of Health Data Lifecycle: A Taxonomy, Review, and Future Directions
Sunanda Bose, Dusica Marijan
With the increasing breaches and security threats that endanger health data, ensuring patients' privacy is essential. To that end, the research community has proposed various priva…
cs.LG2023
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models
Preben M. Ness, Dusica Marijan, Sunanda Bose
Causal Neural Network models have shown high levels of robustness to adversarial attacks as well as an increased capacity for generalisation tasks such as few-shot learning and rar…