Mark Purcell

41 papers B 4C 2Journal 19Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest.
ACL (6)
Antonino Angi, Liubov Nedoshivina, Alessio Sacco, Stefano Braghin, Mark Purcell
2025 J jnl
Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs.
CoRR
Giulio Zizzo, Giandomenico Cornacchia, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Beat Buesser, Mark Purcell, Pin-Yu Chen, Prasanna Sattigeri, Kush R. Varshney
2025 — conf
Granite Guardian: Comprehensive LLM Safeguarding.
NAACL (Industry Track)
Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre L. Dognin, Keerthiram Murugesan, Erik Miehling, Martín Santillán Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri
2025 J jnl
MAD-MAX: Modular And Diverse Malicious Attack MiXtures for Automated LLM Red Teaming.
CoRR
Stefan Schoepf, Muhammad Zaid Hameed, Ambrish Rawat, Kieran Fraser, Giulio Zizzo, Giandomenico Cornacchia, Mark Purcell
2024 — conf
Assuring Compliance of LLMs with EUAIA Robustness Demands.
Wirtschaftsinformatik
Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta
2024 J jnl
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI.
CoRR
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
2024 — conf
Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs.
ISSRE (Workshops)
Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell
2024 J jnl
Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs.
CoRR
Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell
2024 J jnl
Granite Guardian.
CoRR
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
2024 J jnl
Knowledge-Augmented Reasoning for EUAIA Compliance and Adversarial Robustness of LLMs.
CoRR
Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell
2024 — conf
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks.
AIES (1)
Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Mark Purcell
2024 J jnl
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks.
CoRR
Giandomenico Cornacchia, Giulio Zizzo, Kieran Fraser, Muhammad Zaid Hameed, Ambrish Rawat, Mark Purcell
2024 — conf
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta
2024 J jnl
Towards Assurance of LLM Adversarial Robustness using Ontology-Driven Argumentation.
CoRR
Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta
2024 J jnl
Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs.
CoRR
Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta
2023 J jnl
Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection.
CoRR
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
2023 B conf
Pruning Federated Learning Models for Anomaly Detection in Resource-Constrained Environments.
IEEE Big Data
Simone Magnani, Stefano Braghin, Ambrish Rawat, Roberto Doriguzzi Corin, Mark Purcell, Domenico Siracusa
2022 B conf
Adaptive Aggregation For Federated Learning.
IEEE Big Data
K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell
2022 J jnl
Adaptive Aggregation For Federated Learning.
CoRR
K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell
2022 — conf
GOFLEX: extracting, aggregating and trading flexibility based on FlexOffers for 500+ prosumers in 3 European cities [operational systems paper].
e-Energy
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
2022 — ch.
Increasing Trust for Data Spaces with Federated Learning.
Data Spaces
Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Ángel Navia-Vázquez, Mark Purcell, Stephanie Rossello
2022 B conf
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data.
IEEE Big 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
2022 — ch.
Privacy-Preserving Technologies for Trusted Data Spaces.
Technologies and Applications for Big Data Value
Susanna Bonura, Davide Dalle Carbonare, Roberto Díaz-Morales, Marcos Fernández Díaz, Lucrezia Morabito, Luis Muñoz-González, Chiara Napione, Ángel Navia-Vázquez, Mark Purcell
2022 J jnl
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach.
CoRR
Nathalie Baracaldo, Ali Anwar, Mark Purcell, Ambrish Rawat, Mathieu Sinn, Bashar Altakrouri, Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schöpp, Matthias Buchinger
2021 — conf
Accountable Federated Machine Learning in Government: Engineering and Management Insights.
ePart
Dian Balta, Mahdi Sellami, Peter Kuhn, Ulrich Schöpp, Matthias Buchinger, Nathalie Baracaldo, Ali Anwar, Heiko Ludwig, Mathieu Sinn, Mark Purcell, Bashar Altakrouri
2021 J jnl
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks.
CoRR
Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi
2020 J jnl
IBM Federated Learning: an Enterprise Framework White Paper V0.1.
CoRR
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
2020 — conf
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks.
IEEE BigData
Francesco Fusco, Bradley Eck, Robert Gormally, Mark Purcell, Seshu Tirupathi
2020 J jnl
Power Saving Proxies for Web Servers.
Comput. J.
Karl J. O'Dwyer, Eoin Creedon, Mark Purcell, David Malone
2020 J jnl
Scalable Deployment of AI Time-series Models for IoT.
CoRR
Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi
2019 — conf
AI Modelling and Time-series Forecasting Systems for Trading Energy Flexibility in Distribution Grids.
e-Energy
Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Seshu Tirupathi
2018 — conf
Castor: Contextual IoT Time Series Data and Model Management at Scale.
ICDM Workshops
Bei Chen, Bradley Eck, Francesco Fusco, Robert Gormally, Mark Purcell, Mathieu Sinn, Seshu Tirupathi
2013 J jnl
A real-time stream storage and analysis platform for underwater acoustic monitoring.
IBM J. Res. Dev.
Jer Hayes, Harry R. Kolar, Albert Akhriev, Michael G. Barry, Mark Purcell, Eugene P. McKeown
2013 J jnl
Fast asymmetric thread synchronization.
ACM Trans. Archit. Code Optim.
Jimmy Cleary, Owen Callanan, Mark Purcell, David Gregg
2013 — conf
Power saving for web servers using proxies.
SustainIT
Karl J. O'Dwyer, Eoin Creedon, Mark Purcell, David Malone
2012 J jnl
Accelerating climate and weather simulations through hybrid computing.
Concurr. Comput. Pract. Exp.
Shujia Zhou, Carlos A. Cruz, Daniel C. Duffy, Robert Tucker, Mark Purcell
2012 — conf
Design and Implementation of a Network Centric Appliance Platform.
SBESC
Davide Pasetto, Hubertus Franke, Kai Schleupen, David Maze, Hartmut Penner, Heather D. Achilles, Catherine H. Crawford, Mark Purcell
2012 C conf
Real-Time Sensor Signal Capture from a Harsh Environment.
DS-RT
Mark Purcell, Aravind Vasudevan, David Gregg
2011 C conf
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
Owen Callanan, Antonio Castelfranco, Catherine H. Crawford, Eoin Creedon, Scott Lekuch, Kay Müller, Mark Nutter, Hartmut Penner, Brian Purcell, Mark Purcell, Jimi Xenidis
2010 B conf
Accelerating Climate and Weather Simulations Through Hybrid Computing.
CCGRID
Shujia Zhou, Carlos A. Cruz, Daniel C. Duffy, Robert Tucker, Mark Purcell
2009 — conf
Streamlining Offload Computing to High Performance Architectures.
ICCS (1)
Mark Purcell, Owen Callanan, David Gregg