Читать книгу Deep Learning Approaches to Cloud Security - Группа авторов - Страница 10

Foreword

This is Dr. Abhishek Kumar, Assistant Professor in Chitkara University, Himachal Pradesh. I have been involved in the research for more than 8 years with the authors of this book. This book is about a solution to these more intuitive problems. This solution is to allow computers to learn from experience and understand the world in terms of a hierarchy of concepts, with each concept defined through its relation to simpler concepts.

This book is about how Deep Learning is the fastest growing field in computer science. Deep Learning algorithms and techniques are found to be useful in different areas like Automatic Machine Translation, Automatic Handwriting Generation, Visual Recognition, Fraud Detection, Detecting Developmental Delay in Children. However, applying Deep Learning techniques or algorithms successfully in these areas needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to visualization. This book provides state of the art approaches of Deep Learning in these areas. It includes areas of detection, prediction, as well as future framework development, building service systems and analytical aspects. In all these topics, approaches of Deep Learning such as artificial neural networks, fuzzy logic, genetic algorithm and hybrid mechanisms are used. This book is intended for dealing with modeling and performance prediction of the efficient cloud security systems thereby bringing newer dimension.

This book shall help clarify understanding of certain key mechanism of technology helpful in realizing such system. Enables processing of very large dataset help with precise and comprehensive forecast of risk and delivers recommended action that improve outcome for consumer. It is a novel application domain of deep learning that is of prime importance to human civilization as a whole. This would be helpful for both professionals and students, with state-of-the art knowledge on the frontiers in information assurance. This book is a good step in that direction.

Dr. Abhishek Kumar

Assistant Professor

Abhishek Kumar || Assistant Professor, PhD, Senior Member (IEEE)

Chitkara University Research and Innovation Network (CURIN) Chitkara University, India