The use of social media has made it easy to communicate and share information over the
internet. However, it also brings issues such as data privacy leakage, which can be …

I wish to thank my committee members, who were generous with their expertise and time.
First, I would like to thank my committee chairperson, Dr. Dean Hougen, for your willingness …

With the extensive usage of social networks, many users get used to share images with their
friends frequently without thinking carefully about the private information in the images …

Federated Learning (FL) is a distributed machine learning paradigm that enables the
training of models across numerous clients or organizations without requiring the transfer of …

In an era where digital communication and content sharing proliferate, managing and
protecting users' privacy becomes increasingly challenging and crucial. This particularly …