Network Security and Protection Strategies for Big Data: Challenges and Innovations

The emergence of Big Data (BD) has enabled organizations to process large and intricate datasets, uncover hidden patterns, gain valuable insights, and facilitate data sharing across networks. However, the transmission of data within organizational networks often involves sensitive information that necessitates an efficient and secure platform. Consequently, network security has become a paramount concern in the era of big data. Existing network security platforms must contend with vast and complex information to effectively predict and prevent potential real-time attacks. Nevertheless, these platforms typically rely on conventional approaches, rendering them inadequate for safeguarding big data. This paper focuses primarily on network security and protection strategies for big data. Firstly, we discuss the factors that impact network security platforms in the era of big data. Subsequently, we explore various strategies for ensuring security across networks, while also surveying recent research in the field.