Mark Purcell

Overview

Mark Purcell

Title

Research Manager - AI Security & Privacy

Location

IBM Research Europe - Ireland Dublin, Ireland

Bio

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) and Federated Learning (with a specific focus on security and privacy in FL). 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.

Publications

Patents

Projects

federated-learning.png

Federated systems

  • Data and AI Security
  • Adversarial Robustness and Privacy
  • Foundation Models

Top collaborators

AR
Ambrish Rawat

Ambrish Rawat

Staff Research Scientist, AI Security and Privacy, Master Inventor