Adaptive Aggregation For Federated Learning
- Jayaram Kr Kallapalayam Radhakrishnan
- Vinod Muthusamy
- et al.
- 2022
- Big Data 2022
Mark manages the AI Security & Privacy team in the Dublin Research Lab. The research topics for the team are AI Security (which focuses on the robustness of AI models), Privacy Enhancing Technologies (de-identification, risk assessment, Differential Privacy). Over a career spanning 30 years, Mark has researched solutions for several industries, including: Financial Services (HPC), Marine Environmental (IoT) and Smarter Cities. In more recent years, Mark's research focused on the intersection of Analytics/AI with modern cloud technologies.