Role of NLP and Deep Learning for Multimedia Data Processing and Security

Abstract

This book chapter is a vital guide for understanding today's complex landscape of booming multimedia data and growing cybersecurity risks. It focuses on the transformative roles of natural language processing (NLP) and deep learning in both areas. The chapter starts by discussing deep learning's capabilities in multimedia data analysis before moving to its applications in cybersecurity. It then shifts to examine how NLP is revolutionizing multimedia data management through semantic understanding and context awareness. The chapter also explores the emerging area of social cybersecurity, spotlighting NLP's role in identifying and mitigating social engineering attacks and disinformation. It wraps up with key insights into future trends. Overall, this chapter serves as a comprehensive resource for applying NLP and Deep Learning techniques to multimedia data and cybersecurity challenges.