51 citations · 153 across the 19 of their papers we have counts for
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cs.CR2022
Fair Context-Aware Privacy Threat Modelling
Saswat Das, Rakshit Naidu
Given the progressive nature of the world today, fairness is a very important social aspect in various areas, and it has long been studied with the advent of technology. To the bes…
cs.CR2022★ 1 cited
Can Causal (and Counterfactual) Reasoning improve Privacy Threat Modelling?
Rakshit Naidu, Navid Kagalwalla
Causal questions often permeate in our day-to-day activities. With causal reasoning and counterfactual intuition, privacy threats can not only be alleviated but also prevented. In…
cs.CR2021★ 12 cited
Towards Quantifying the Carbon Emissions of Differentially Private Machine Learning
Rakshit Naidu, Harshita Diddee, Ajinkya Mulay +3
In recent years, machine learning techniques utilizing large-scale datasets have achieved remarkable performance. Differential privacy, by means of adding noise, provides strong pr…