Mark Purcell

Title

Research Manager - Security Research, AI Security & PETs

Bio

Mark manages the AI Security & Privacy team in the Dublin Research Lab. The research topics for the team are the Security of Generative AI (guardrails, red-teaming) and Privacy Enhancing Technologies (PII detection, risk assessment, Differential Privacy).

Publications

Real-time sensor signal capture from a harsh environment
- - Mark Purcell
  - Aravind Vasudevan
  - et al.
- 2012
- DS-RT 2012
A study in rapid prototyping: Leveraging software and hardware simulation tools in the bringup of system-on-a-chip based platforms
- - Owen Callanan
  - A. Castelfranco
  - et al.
- 2011
- RSP 2011

Visit Google Scholar

Patents

- 10 Mar 2025
- US
- 12250150
Ai-based Compensation Of Resource Constrained Communication
- 29 May 2023
- US
- 11663228
Automated Management Of Data Transformation Flows Based On Semantics
- 17 Oct 2022
- US
- 11475332
Selecting Forecasting Models By Machine Learning Based On Analysis Of Model Robustness
- 03 Dec 2018
- US
- 10148303
Methods And Systems For Aquatic Infrastructure Recharge And Data Transfer

Projects

Adversarial Robustness Toolbox
Securing AI models with the Adversarial Robustness Toolbox
Federated Systems
Privacy Enhancing Technologies for Regulatory Compliance

Blog posts

DARPA and IBM are ensuring that anyone can protect their AI systems from hackers
News
Mike Murphy
07 Feb 2024
- AI
- Data and AI Security

Top collaborators

AR

Ambrish Rawat

Ambrish Rawat

Senior Research Scientist, AI Security and Privacy, Master Inventor

GZ

Giulio Zizzo

Giulio Zizzo

Staff Research Scientist

MH

Muhammad Zaid Hameed

Muhammad Zaid Hameed

KF

Kieran Fraser

Kieran Fraser

Research Engineer - Security and Privacy