Mark Purcell

According to our database, Mark Purcell authored at least 30 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Granite Guardian.

Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre L. Dognin, Keerthiram Murugesan, Erik Miehling, Martin Santillan Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Zahra Ashktorab, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri

CoRR, 2024

Knowledge-Augmented Reasoning for EUAIA Compliance and Adversarial Robustness of LLMs.

Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell

CoRR, 2024

Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs.

Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta

CoRR, 2024

Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI.

Ambrish Rawat, Stefan Schoepf, Giulio Zizzo, Giandomenico Cornacchia, Muhammad Zaid Hameed, Kieran Fraser, Erik Miehling, Beat Buesser, Elizabeth M. Daly, Mark Purcell, Prasanna Sattigeri, Pin-Yu Chen, Kush R. Varshney

CoRR, 2024

Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation.

Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs.

Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks.

Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Mark Purcell

Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) - Full Archival Papers, October 21-23, 2024, San Jose, California, USA, 2024

2023

Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection.

Swanand Ravindra Kadhe, Heiko Ludwig, Nathalie Baracaldo, Alan King, Yi Zhou, Keith Houck, Ambrish Rawat, Mark Purcell, Naoise Holohan, Mikio Takeuchi, Ryo Kawahara, Nir Drucker, Hayim Shaul, Eyal Kushnir, Omri Soceanu

CoRR, 2023

Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments.

Simone Magnani, Stefano Braghin, Ambrish Rawat, Roberto Doriguzzi Corin, Mark Purcell, Domenico Siracusa

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach.

Nathalie Baracaldo, Ali Anwar, Mark Purcell, Ambrish Rawat, Mathieu Sinn, Bashar Altakrouri, Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schöpp, Matthias Buchinger

CoRR, 2022

GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper].

Bijay Neupane, Laurynas Siksnys, Torben Bach Pedersen, Rikke Hagensby Jensen, Muhammad Aftab, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi, Gregor Cerne, Saso Brus, Ioannis Papageorgiou, Gerhard Meindl, Pierre Roduit

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data.

Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis

Proceedings of the IEEE International Conference on Big Data, 2022

Adaptive Aggregation For Federated Learning.

K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell

Proceedings of the IEEE International Conference on Big Data, 2022

Increasing Trust for Data Spaces with Federated Learning.

Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Ángel Navia-Vázquez, Mark Purcell, Stephanie Rossello

Proceedings of the Data Spaces - Design, 2022

Privacy-Preserving Technologies for Trusted Data Spaces.

Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Marcos Fernández Díaz, Lucrezia Morabito, Luis Muñoz-González, Chiara Napione, Ángel Navia-Vázquez, Mark Purcell

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

Accountable Federated Machine Learning in Government: Engineering and Management Insights.

Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schöpp, Matthias Buchinger, Nathalie Baracaldo, Ali Anwar, Heiko Ludwig, Mathieu Sinn, Mark Purcell, Bashar Altakrouri

Proceedings of the Electronic Participation - 13th IFIP WG 8.5 International Conference, 2021

2020

IBM Federated Learning: an Enterprise Framework White Paper V0.1.

Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Jeremy Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Ngoc Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Witherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay

CoRR, 2020

Scalable Deployment of AI Time-series Models for IoT.

Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi

CoRR, 2020

Power Saving Proxies for Web Servers.

Karl J. O'Dwyer, Eoin Creedon, Mark Purcell, David Malone

Comput. J., 2020

Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks.

Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids.

Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

2018

Castor: Contextual IoT Time Series Data and Model Management at Scale.

Bei Chen, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Mathieu Sinn, Seshu Tirupathi

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2013

Fast asymmetric thread synchronization.

Jimmy Cleary, Owen Callanan, Mark Purcell, David Gregg

ACM Trans. Archit. Code Optim., 2013

A real-time stream storage and analysis platform for underwater acoustic monitoring.

Jer Hayes, Harry R. Kolar, Albert Akhriev, Michael G. Barry, Mark Purcell, Eugene P. McKeown

IBM J. Res. Dev., 2013

Power saving for web servers using proxies.

Karl J. O'Dwyer, Eoin Creedon, Mark Purcell, David Malone

Proceedings of the Sustainable Internet and ICT for Sustainability, 2013

2012

Accelerating climate and weather simulations through hybrid computing.

Shujia Zhou, Carlos A. Cruz, Daniel C. Duffy, Robert Tucker, Mark Purcell

Concurr. Comput. Pract. Exp., 2012

Design and Implementation of a Network Centric Appliance Platform.

Davide Pasetto, Hubertus Franke, Kai Schleupen, David Maze, Hartmut Penner, Heather D. Achilles, Catherine H. Crawford, Mark Purcell

Proceedings of the 2012 Brazilian Symposium on Computing System Engineering, 2012

Real-Time Sensor Signal Capture from a Harsh Environment.

Mark Purcell, Aravind Vasudevan, David Gregg

Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012

2011

A study in rapid prototyping: Leveraging software and hardware simulation tools in the bringup of system-on-a-chip based platforms.

Owen Callanan, Antonio Castelfranco, Catherine H. Crawford, Eoin Creedon, Scott Lekuch, Kay Müller, Mark Nutter, Hartmut Penner, Brian Purcell, Mark Purcell, Jimi Xenidis

Proceedings of the 22nd IEEE International Symposium on Rapid System Prototyping, 2011

2009

Streamlining Offload Computing to High Performance Architectures.

Mark Purcell, Owen Callanan, David Gregg

Proceedings of the Computational Science, 2009