Castor: Contextual IoT time series data and model management at scale
- Bei Chen
- Bradley Eck
- et al.
- 2018
- ICDM 2018
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). 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
A vector-sensor based approach to noise monitoring in Galway Bay
- Albert Akhriev
- John Sheehan
- et al.
- 2014
- OCEANS 2014
Web services for water systems: The iWIDGET REST API
- Michael Barry
- Mark Purcell
- et al.
- 2014
- WDSA 2014
The design and deployment of a real-time wide spectrum acoustic monitoring system for the ocean energy industry
- H.R. Kolar
- E.P. McKeown
- et al.
- 2013
- OCEANS 2013
Fast asymmetric thread synchronization
- Jimmy Cleary
- Owen Callanan
- et al.
- 2013
- Transactions on Architecture and Code Optimization
Measurement of particle velocity levels at ocean energy sites
- Eugene McKeown
- Paul Yeatman
- et al.
- 2012
- ECUA 2012
Design and implementation of a network centric appliance platform
- Davide Pasetto
- Hubertus Franke
- et al.
- 2012
- SBESC 2012
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
Patents
Projects
Adversarial Robustness Toolbox
Securing AI models with the Adversarial Robustness Toolbox
Blog posts
Top collaborators
AR
Ambrish Rawat
Senior Research Scientist, AI Security and Privacy, Master Inventor
BE
Bradley Eck
Senior Research Scientist & Manager - AI for Sustainable Industry
NB
Nathalie Baracaldo
Manager of AI Security and Privacy Solutions - Senior Research Scientist - Master Inventor, Ph.D.
GZ
Giulio Zizzo
Staff Research Scientist