Security in Machine Learning Models

Project Details

Project Lead
Lei Wang 
Project Manager
Lei Wang 
Project Members
Yunhui Long, Kaiyuan Liu  
Institution
Indiana University Bloomington, SOIC-I590 class  
Discipline
Computer Science (401) 

Abstract

Machine learning has been playing a very important role these days, however, the security is also concerned to researchers. I would like to run deep learning models for several tasks and check whether there is any information leakage out of these models.

Intellectual Merit

I will create the architecture of deep learning and make it available for future research.

Broader Impacts

the result of the research can be inspiring to other related research.

Scale of Use

I will need about 2 months to do this research.