IEEE

Exploring the Privacy-Accuracy Trade-Off Using Adaptive Gradient Clipping in Federated Learning

Abstract: In Differentially Private Federated Learning (DP-FL), gradient clipping can prevent excessive noise from being added to the gradient and ensure that the impact of noise is within a ...
IEEE

Optimizing Resource Allocation for Dynamic IoT Requests Using Network Function Virtualization

Abstract: Network Function Virtualization (NFV) is essential for ensuring efficient and scalable Internet-of-Things(IoT) networks. However, optimizing resource allocation in an NFV-enabled IoT (NIoT) ...
Wall Street Journal

Students Are Using a ‘Backdoor’ to Attend Their Dream Schools

Justin Helman didn’t get his dream acceptance from the University of Florida. But that isn’t stopping him from pursuing the classic college experience there. The recent high-school graduate from Park ...
Psychology Today

Finding Dr. Right: The First Step to Effective Therapy

At some point in my sophomore year of college, I found myself crying. A lot. For no reason. I worried I might be having a nervous breakdown, which would mean the unthinkable—that I’d flunk out of the ...
Psychology Today

Which Comes First: Finding a Partner or Finding Yourself?

Finding a romantic partner is no small task. Neither is figuring out an answer to the age-old question, "Who am I?" Can these two tasks be pursued simultaneously? Or, must you "know yourself" before ...