Data Readiness Report

no code implementations • 14 Oct 2020 • Shazia Afzal, Rajmohan C, Manish Kesarwani, Sameep Mehta, Hima Patel

Data exploration and quality analysis is an important yet tedious process in the AI pipeline.

AutoML Management +1

Model Extraction Warning in MLaaS Paradigm

no code implementations • 20 Nov 2017 • Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta

In this work, we present a cloud-based extraction monitor that can quantify the extraction status of models by observing the query and response streams of both individual and colluding adversarial users.

Adversarial Attack BIG-bench Machine Learning +1