Practical Considerations and Applications - Big Data Security, Privacy, and Ethics
Introduction Big data has transformed industries by enabling unprecedented insights, predictive capabilities, and operational efficiencies. However, its real-world implementation introduces significant challenges in security, privacy, and ethics. The scale, variety, and velocity of big data amplify risks related to unauthorized access, data breaches, and ethical misuse. This chapter explores these challenges and provides practical strategies for responsible implementation, emphasizing safeguards, regulatory compliance, and ethical considerations. By addressing these issues, organizations can harness big data's potential while mitigating risks and fostering trust. 4.1 Big Data Security: Risks and Safeguards Understanding Security Risks Big data environments are prime targets for cyberattacks due to the volume and value of data they store. Key risks include: Data Breaches : Unauthorized access to sensitive datasets, such as personal or financial information, can lead to signifi...