Saloni Kwatra

According to our database, Saloni Kwatra authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Balancing Act: Navigating the Privacy-Utility Spectrum in Principal Component Analysis.

Saloni Kwatra, Anna Monreale, Francesca Naretto

Proceedings of the 21st International Conference on Security and Cryptography, 2024

DISCOLEAF: Personalized DIScretization of COntinuous Attributes for LEArning with Federated Decision Trees.

Saloni Kwatra, Vicenç Torra

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

2023

Data Reconstruction Attack Against Principal Component Analysis.

Saloni Kwatra, Vicenç Torra

Proceedings of the Security and Privacy in Social Networks and Big Data, 2023

Empirical Evaluation of Synthetic Data Created by Generative Models via Attribute Inference Attack.

Saloni Kwatra, Vicenç Torra

Proceedings of the Privacy and Identity Management. Sharing in a Digital World, 2023

Integrally Private Model Selection for Support Vector Machine.

Saloni Kwatra, Ayush K. Varshney, Vicenç Torra

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

2021

A Survey on Tree Aggregation.

Saloni Kwatra, Vicenç Torra

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A k-Anonymised Federated Learning Framework with Decision Trees.

Saloni Kwatra, Vicenç Torra

Proceedings of the Data Privacy Management, Cryptocurrencies and Blockchain Technology, 2021