Mark J. Elliot

According to our database, Mark J. Elliot authored at least 22 papers between 2002 and 2024.

Collaborative distances:

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

2024

The Production of Bespoke Synthetic Teaching Datasets Without Access to the Original Data.

Mark J. Elliot, Claire Little, Richard Allmendinger

Proceedings of the Privacy in Statistical Databases - International Conference, 2024

Multi-objective evolutionary GAN for tabular data synthesis.

Nian Ran, Bahrul Ilmi Nasution, Claire Little, Richard Allmendinger, Mark J. Elliot

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

2023

To Link or Synthesize? An Approach to Data Quality Comparison.

Duncan Smith, Mark J. Elliot, Joseph W. Sakshaug

ACM J. Data Inf. Qual., June, 2023

2022

Comparing the Utility and Disclosure Risk of Synthetic Data with Samples of Microdata.

Claire Little, Mark J. Elliot, Richard Allmendinger

Proceedings of the Privacy in Statistical Databases - International Conference, 2022

2021

Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study.

Claire Little, Mark J. Elliot, Richard Allmendinger, Sahel Shariati Samani

CoRR, 2021

2020

The Impact of Synthetic Data Generation on Data Utility with Application to the 1991 UK Samples of Anonymised Records.

Jennifer Taub, Mark J. Elliot, Joseph W. Sakshaug

Trans. Data Priv., 2020

2018

Are 'pseudonymised' data always personal data? Implications of the GDPR for administrative data research in the UK.

Miranda Mourby, Elaine Mackey, Mark J. Elliot, Heather Gowans, Susan E. Wallace, Jessica Bell, Hannah Smith, Stergios Aidinlis, Jane Kaye

Comput. Law Secur. Rev., 2018

Functional anonymisation: Personal data and the data environment.

Mark J. Elliot, Kieron O'Hara, Charles D. Raab, Christine M. O'Keefe, Elaine Mackey, Chris Dibben, Heather Gowans, Kingsley Purdam, Karen McCullagh

Comput. Law Secur. Rev., 2018

Differential Correct Attribution Probability for Synthetic Data: An Exploration.

Jennifer Taub, Mark J. Elliot, Maria Pampaka, Duncan Smith

Proceedings of the Privacy in Statistical Databases, 2018

The Application of Genetic Algorithms to Data Synthesis: A Comparison of Three Crossover Methods.

Yingrui Chen, Mark J. Elliot, Duncan Smith

Proceedings of the Privacy in Statistical Databases, 2018

Breaking the Activation Function Bottleneck through Adaptive Parameterization.

Sebastian Flennerhag, Hujun Yin, John A. Keane, Mark J. Elliot

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

Towards a general record linkage framework for statistical disclosure control.

Duncan Smith, Mark J. Elliot

Proceedings of the 1st International Workshop on AI for Privacy and Security, 2016

A Genetic Algorithm Approach to Synthetic Data Production.

Yingrui Chen, Mark J. Elliot, Joseph W. Sakshaug

Proceedings of the 1st International Workshop on AI for Privacy and Security, 2016

2015

Quantifying Genomic Privacy via Inference Attack with High-Order SNV Correlations.

Sahel Shariati Samani, Zhicong Huang, Erman Ayday, Mark J. Elliot, Jacques Fellay, Jean-Pierre Hubaux, Zoltán Kutalik

Proceedings of the 2015 IEEE Symposium on Security and Privacy Workshops, 2015

2014

A Graph-based Approach to Key Variable Mapping.

Duncan Smith, Mark J. Elliot

J. Priv. Confidentiality, 2014

Measuring Disclosure Risk with Entropy in Population Based Frequency Tables.

Laszlo Antal, Natalie Shlomo, Mark J. Elliot

Proceedings of the Privacy in Statistical Databases, 2014

2013

Understanding the Data Environment.

Elaine Mackey, Mark J. Elliot

XRDS, 2013

2010

Data Environment Analysis and the Key Variable Mapping System.

Mark J. Elliot, Susan Lomax, Elaine Mackey, Kingsley Purdam

Proceedings of the Privacy in Statistical Databases, 2010

2009

Factors affecting the performance of parallel mining of minimal unique itemsets on diverse architectures.

David J. Haglin, Kenneth R. Mayes, Anna M. Manning, John Feo, John R. Gurd, Mark J. Elliot, John A. Keane

Concurr. Comput. Pract. Exp., 2009

2008

A Measure of Disclosure Risk for Tables of Counts.

Duncan Smith, Mark J. Elliot

Trans. Data Priv., 2008

Statistical disclosure control architectures for patient records in biomedical information systems.

Mark J. Elliot, Kingsley Purdam, Duncan Smith

J. Biomed. Informatics, 2008

2002

A Computational Algorithm for Handling the Special Uniques Problem.

Mark J. Elliot, Anna M. Manning, Rupert W. Ford

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002