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2020 – today
- 2024
[c15]Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta:
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 121-128- [i7]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:
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI. CoRR abs/2409.15398 (2024) - 2023
- [c14]Simone Magnani
, Stefano Braghin, Ambrish Rawat, Roberto Doriguzzi Corin, Mark Purcell, Domenico Siracusa:
Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments. IEEE Big Data 2023: 3274-3283 - [i6]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:
Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection. CoRR abs/2310.19304 (2023) - 2022
- [c13]K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell:
Adaptive Aggregation For Federated Learning. IEEE Big Data 2022: 180-185 - [c12]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:
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data. IEEE Big Data 2022: 3179-3185 - [c11]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:
GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper]. e-Energy 2022: 361-373 - [p2]Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Ángel Navia-Vázquez, Mark Purcell, Stephanie Rossello:
Increasing Trust for Data Spaces with Federated Learning. Data Spaces 2022: 89-106 - [p1]Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Marcos Fernández Díaz, Lucrezia Morabito, Luis Muñoz-González, Chiara Napione, Ángel Navia-Vázquez, Mark Purcell:
Privacy-Preserving Technologies for Trusted Data Spaces. Technologies and Applications for Big Data Value 2022: 111-134 - [i5]Nathalie Baracaldo, Ali Anwar, Mark Purcell, Ambrish Rawat, Mathieu Sinn, Bashar Altakrouri, Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schöpp, Matthias Buchinger:
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach. CoRR abs/2202.12443 (2022) - [i4]K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell:
Adaptive Aggregation For Federated Learning. CoRR abs/2203.12163 (2022) - 2021
- [c10]Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schöpp, Matthias Buchinger, Nathalie Baracaldo, Ali Anwar, Heiko Ludwig, Mathieu Sinn, Mark Purcell, Bashar Altakrouri:
Accountable Federated Machine Learning in Government: Engineering and Management Insights. ePart 2021: 125-138 - [i3]Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi:
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks. CoRR abs/2103.07248 (2021) - 2020
- [j4]Karl J. O'Dwyer, Eoin Creedon, Mark Purcell, David Malone:
Power Saving Proxies for Web Servers. Comput. J. 63(2): 179-192 (2020) - [c9]Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi:
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks. IEEE BigData 2020: 1301-1308 - [i2]Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi:
Scalable Deployment of AI Time-series Models for IoT. CoRR abs/2003.12141 (2020) - [i1]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:
IBM Federated Learning: an Enterprise Framework White Paper V0.1. CoRR abs/2007.10987 (2020)
2010 – 2019
- 2019
- [c8]Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi:
AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids. e-Energy 2019: 381-382 - 2018
- [c7]Bei Chen, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Mathieu Sinn, Seshu Tirupathi:
Castor: Contextual IoT Time Series Data and Model Management at Scale. ICDM Workshops 2018: 1487-1492 - 2013
- [j3]Jer Hayes, Harry R. Kolar, Albert Akhriev, Michael G. Barry, Mark Purcell, Eugene P. McKeown:
A real-time stream storage and analysis platform for underwater acoustic monitoring. IBM J. Res. Dev. 57(3/4): 15 (2013) - [j2]Jimmy Cleary, Owen Callanan, Mark Purcell, David Gregg:
Fast asymmetric thread synchronization. ACM Trans. Archit. Code Optim. 9(4): 27:1-27:22 (2013) - [c6]Karl J. O'Dwyer, Eoin Creedon, Mark Purcell, David Malone:
Power saving for web servers using proxies. SustainIT 2013: 1-5 - 2012
- [j1]Shujia Zhou, Carlos A. Cruz, Daniel C. Duffy, Robert Tucker, Mark Purcell:
Accelerating climate and weather simulations through hybrid computing. Concurr. Comput. Pract. Exp. 24(1): 54-61 (2012) - [c5]Mark Purcell, Aravind Vasudevan, David Gregg:
Real-Time Sensor Signal Capture from a Harsh Environment. DS-RT 2012: 36-43 - [c4]Davide Pasetto, Hubertus Franke, Kai Schleupen, David Maze, Hartmut Penner, Heather D. Achilles, Catherine H. Crawford, Mark Purcell:
Design and Implementation of a Network Centric Appliance Platform. SBESC 2012: 204-207 - 2011
- [c3]Owen Callanan, Antonio Castelfranco, Catherine H. Crawford, Eoin Creedon, Scott Lekuch, Kay Müller, Mark Nutter, Hartmut Penner, Brian Purcell, Mark Purcell, Jimi Xenidis:
A study in rapid prototyping: Leveraging software and hardware simulation tools in the bringup of system-on-a-chip based platforms. International Symposium on Rapid System Prototyping 2011: 45-52 - 2010
- [c2]Shujia Zhou, Carlos A. Cruz, Daniel C. Duffy, Robert Tucker, Mark Purcell:
Accelerating Climate and Weather Simulations Through Hybrid Computing. CCGRID 2010: 797-801
2000 – 2009
- 2009
- [c1]Mark Purcell, Owen Callanan, David Gregg:
Streamlining Offload Computing to High Performance Architectures. ICCS (1) 2009: 974-983
Coauthor Index
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