280 citations · 484 across the 26 of their papers we have counts for
5 papers · 1 filter
Secure Traversable Event logging for Responsible Identification of Vertically Partitioned Health Data
Sunanda Bose, Dusica Marijan
We aim to provide a solution for the secure identification of sensitive medical information. We consider a repository of de-identified medical data that is stored in the custody of…
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…
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning
Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard +3
In maritime traffic surveillance, detecting illegal activities, such as illegal fishing or transshipment of illicit products is a crucial task of the coastal administration. In the…
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…
ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events
Aizaz Sharif, Dusica Marijan
Autonomous vehicles are advanced driving systems that are well known to be vulnerable to various adversarial attacks, compromising vehicle safety and posing a risk to other road us…