Fida Dankar

According to our database, Fida Dankar authored at least 23 papers between 2008 and 2024.

Collaborative distances:

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

2024

Machine Learning Data-Driven Residential Load Multi-Level Forecasting With Univariate and Multivariate Time Series Models Toward Sustainable Smart Homes.

Leila Ismail, Huned Materwala, Fida K. Dankar

IEEE Access, 2024

2023

Practices and challenges in clinical data sharing.

Fida K. Dankar

CoRR, 2023

2022

A Multi-Dimensional Evaluation of Synthetic Data Generators.

Fida K. Dankar, Mahmoud K. Ibrahim, Leila Ismail

IEEE Access, 2022

Using Synthetic Data to Reduce Model Convergence Time in Federated Learning.

Fida K. Dankar, Nisha Thorakkattu Madathil

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021

Data privacy through participant empowerment.

Fida K. Dankar

Nat. Comput. Sci., 2021

Privacy-Preserving ID3 Algorithms: A Comparison.

Nisha Thorakkattu Madathil, Fida Kamal Dankar

Proceedings of the 12th IEEE Annual Ubiquitous Computing, 2021

2020

A Layered Blockchain Framework for Healthcare and Genomics.

Khaled Shuaib, Heba Saleous, Nazar Zaki, Fida Dankar

Proceedings of the IEEE International Conference on Smart Computing, 2020

2018

A Risk-aware Access Control Model for Biomedical Research Platforms.

Radja Badji, Fida Kamal Dankar

Proceedings of the 4th International Conference on Information Systems Security and Privacy, 2018

2017

A risk-based framework for biomedical data sharing.

Fida Kamal Dankar, Radja Badji

J. Biomed. Informatics, 2017

2016

Using Robust Estimation Theory to Design Efficient Secure Multiparty Linear Regression.

Fida Kamal Dankar, Sabri Boughorbel, Radja Badji

Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

2015

Privacy Preserving Linear Regression on Distributed Databases.

Fida Kamal Dankar

Trans. Data Priv., 2015

A Theoretical Multi-level Privacy Protection Framework for Biomedical Data Warehouses.

Fida Kamal Dankar, Rashid Al-Ali

Proceedings of the 6th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2015)/ The 5th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2015)/ Affiliated Workshops, 2015

2014

Efficient Private Information Retrieval for Geographical Aggregation.

Fida Kamal Dankar, Khaled El Emam, Stan Matwin

Proceedings of the 5th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2014)/ The 4th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2014)/ Affiliated Workshops, 2014

Secure Multi-Party linear Regression.

Fida Kamal Dankar, Renaud Brien, Carlisle Adams, Stan Matwin

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013

Practicing Differential Privacy in Health Care: A Review.

Fida Kamal Dankar, Khaled El Emam

Trans. Data Priv., 2013

Evaluating the risk of patient re-identification from adverse drug event reports.

Khaled El Emam, Fida Kamal Dankar, Angelica Neisa, Elizabeth Jonker

BMC Medical Informatics Decis. Mak., 2013

A theoretical model for obfuscating web navigation trails.

Fida Kamal Dankar, Khaled El Emam

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

Estimating the re-identification risk of clinical data sets.

Fida Kamal Dankar, Khaled El Emam, Angelica Neisa, Tyson Roffey

BMC Medical Informatics Decis. Mak., 2012

The application of differential privacy to health data.

Fida Kamal Dankar, Khaled El Emam

Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

2011

De-identifying a public use microdata file from the Canadian national discharge abstract database.

Khaled El Emam, David Paton, Fida Kamal Dankar, Günes Koru

BMC Medical Informatics Decis. Mak., 2011

2010

A method for evaluating marketer re-identification risk.

Fida Kamal Dankar, Khaled El Emam

Proceedings of the 2010 EDBT/ICDT Workshops, Lausanne, Switzerland, March 22-26, 2010, 2010

2009

Research Paper: A Globally Optimal k-Anonymity Method for the De-Identification of Health Data.

Khaled El Emam, Fida Kamal Dankar, Romeo Issa, Elizabeth Jonker, Daniel Amyot, Elise Cogo, Jean-Pierre Corriveau, Mark Walker, Sadrul Chowdhury, Regis Vaillancourt, Tyson Roffey, Jim Bottomley

J. Am. Medical Informatics Assoc., 2009

2008

Research Paper: Protecting Privacy Using k-Anonymity.

Khaled El Emam, Fida Kamal Dankar

J. Am. Medical Informatics Assoc., 2008