Maulik Chevli

According to our database, Maulik Chevli authored at least 5 papers between 2023 and 2024.

Collaborative distances:

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

2024

A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy.

Stephen Meisenbacher, Maulik Chevli, Florian Matthes

CoRR, 2024

Differentially Private Graph Neural Networks for Medical Population Graphs and The Impact of The Graph Structure.

Tamara T. Mueller, Maulik Chevli, Ameya Daigavane, Daniel Rueckert, Georgios Kaissis

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy.

Stephen Meisenbacher, Maulik Chevli, Florian Matthes

Proceedings of the 10th ACM International Workshop on Security and Privacy Analytics, 2024

DP-MLM: Differentially Private Text Rewriting Using Masked Language Models.

Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure.

Tamara T. Mueller, Maulik Chevli, Ameya Daigavane, Daniel Rueckert, Georgios Kaissis

CoRR, 2023