Faithin Omaha eBook Collection

Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and ve

This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireles

Deep Neural Networks (DNNs) have made many breakthroughs in different areas of artificial intelligence. However, recent studies show that DNNs are vulnerable to

The increasing abundance of large high-quality datasets, combined with significant technical advances over the last several decades have made machine learning i

Efficient operation and control of modern day urban systems such as transportation networks is now more important than ever due to huge societal benefits. Low c