Maulik Chevli

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Differential Privacy

Top Venues

Publications

Stephen Meisenbacher, Maulik Chevli, Florian Matthes
1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy. IWSPA@CODASPY (2024)
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
1-Diffractor: Efficient and Utility-Preserving Text Obfuscation Leveraging Word-Level Metric Differential Privacy. CoRR (2024)
Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models. ACL (Findings) (2024)
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy. CoRR (2024)
Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models. CoRR (2024)
Tamara T. Mueller, Maulik Chevli, Ameya Daigavane, Daniel Rueckert, Georgios Kaissis
Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure. CoRR (2023)