166 citations · 197 across the 5 of their papers we have counts for
7 papers
Secure k-NN as a Service Over Encrypted Data in Multi-User Setting
Gagandeep Singh, Akshar Kaul, Sameep Mehta
To securely leverage the advantages of Cloud Computing, recently a lot of research has happened in the area of "Secure Query Processing over Encrypted Data". As a concrete use case…
Model Extraction Warning in MLaaS Paradigm
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya +1
Cloud vendors are increasingly offering machine learning services as part of their platform and services portfolios. These services enable the deployment of machine learning models…
An End-To-End Machine Learning Pipeline That Ensures Fairness Policies
Samiulla Shaikh, Harit Vishwakarma, Sameep Mehta +3
In consequential real-world applications, machine learning (ML) based systems are expected to provide fair and non-discriminatory decisions on candidates from groups defined by pro…
Bollywood Movie Corpus for Text, Images and Videos
Nishtha Madaan, Sameep Mehta, Mayank Saxena +3
In past few years, several data-sets have been released for text and images. We present an approach to create the data-set for use in detecting and removing gender bias from text.…
Analyzing Gender Stereotyping in Bollywood Movies
Nishtha Madaan, Sameep Mehta, Taneea S Agrawaal +3
The presence of gender stereotypes in many aspects of society is a well-known phenomenon. In this paper, we focus on studying such stereotypes and bias in Hindi movie industry (Bol…
A Survey on Resilient Machine Learning
Atul Kumar, Sameep Mehta
Machine learning based system are increasingly being used for sensitive tasks such as security surveillance, guiding autonomous vehicle, taking investment decisions, detecting and…