As artificial intelligence becomes more and more prevalent, machine learning algorithms are
being used in a wider range of domains. Big data and processing power, which are typically …

The machine learning algorithm is gradually being applied to various fields and has become
the core technology to achieve artificial intelligence. The success of machine learning …

Privacy preserving and secure machine learning (PPSML), has turned into increasingly
significant in recent years due to the need to protect sensitive data while enabling data …

As an implementation methodology of the artificial intelligence, machine learning techniques
have reported impressive performance in a variety of application domains, such as risk …

The newly emerged machine learning (eg, deep learning) methods have become a strong
driving force to revolutionize a wide range of industries, such as smart healthcare, financial …

Machine-learning systems have proven their worth in various industries, including
healthcare and banking, by assisting in the extraction of valuable inferences. Information in …

With the advancement use of computers extensively the use of data has also grown to big
data level. Nowadays data is collected without any specific purpose, every activity of a …

Deep learning based on artificial neural networks is a very popular approach to modeling,
classifying, and recognizing complex data such as images, speech, and text. The …

Data privacy has grown to be of utmost importance in today's digitally driven world.
Protecting sensitive information has never been more important due to the explosion of data …

For privacy concerns to be addressed adequately in today's machine-learning (ML) systems,
the knowledge gap between the ML and privacy communities must be bridged. This article …