Benefiting from the advancement of algorithms in massive data and powerful computing
resources, deep learning has been explored in a wide variety of fields and produced …

In recent past years, Deep Learning presented an excellent performance in different areas
like image recognition, pattern matching, and even in cybersecurity. The Deep Learning has …

Nowadays, deep learning is becoming increasingly important in our daily life. The
appearance of deep learning in many applications in life relates to prediction and …

Abstract Deep Neural Network (DNN), one of the most powerful machine learning
algorithms, is increasingly leveraged to overcome the bottleneck of effectively exploring and …

Outsourced inference service has enormously promoted the popularity of deep learning, and
helped users to customize a range of personalized applications. However, it also entails a …

To promote secure and private artificial intelligence (SPAI), we review studies on the model
security and data privacy of DNNs. Model security allows system to behave as intended …

Deep Learning (DL) algorithms based on artificial neural networks have achieved
remarkable success and are being extensively applied in a variety of application domains …

Machine learning has been pervasively used in a wide range of applications due to its
technical breakthroughs in recent years. It has demonstrated significant success in dealing …

The ever-growing advances of deep learning in many areas including vision,
recommendation systems, natural language processing, etc., have led to the adoption of …

Abstract Machine Learning (ML) algorithms are used to train the machines to perform
various complicated tasks that begin to modify and improve with experiences. It has become …