Navoda Senavirathne

According to our database, Navoda Senavirathne authored at least 9 papers between 2018 and 2023.

Collaborative distances:

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

2023

Rounding based continuous data discretization for statistical disclosure control.

Navoda Senavirathne, Vicenç Torra

J. Ambient Intell. Humaniz. Comput., 2023

2021

Towards Privacy Preserving Micro-data Analysis: A machine learning based perspective under prevailing privacy regulations.

Navoda Senavirathne

PhD thesis, 2021

Systematic Evaluation of Probabilistic k-Anonymity for Privacy Preserving Micro-data Publishing and Analysis.

Navoda Senavirathne, Vicenç Torra

Proceedings of the 18th International Conference on Security and Cryptography, 2021

Dissecting Membership Inference Risk in Machine Learning.

Navoda Senavirathne, Vicenç Torra

Proceedings of the Cyberspace Safety and Security - 13th International Symposium, 2021

2020

On the Role of Data Anonymization in Machine Learning Privacy.

Navoda Senavirathne, Vicenç Torra

Proceedings of the 19th IEEE International Conference on Trust, 2020

2019

Maximal <i>c</i> consensus meets.

Vicenç Torra, Navoda Senavirathne

Inf. Fusion, 2019

Integrally private model selection for decision trees.

Navoda Senavirathne, Vicenç Torra

Comput. Secur., 2019

Integral Privacy Compliant Statistics Computation.

Navoda Senavirathne, Vicenç Torra

Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2019

2018

Approximating Robust Linear Regression With An Integral Privacy Guarantee.

Navoda Senavirathne, Vicenç Torra

Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018