A Review on Big Data: Security Challenges
Keywords:
large data, cycle of life, security of big data, privacyAbstract
Big data's widespread use has led to rapid growth of data resources, and new data analysis methods like conventional data mining and statistical analysis are helping to fuel this growth. In the world of big data, data from a variety of sources may be analysed, combined, and used in a variety of ways, resulting in new insights. Although each step of the life cycle offers data security and dependability concerns, the protection of personally identifiable information is a vital goal. Big data analytics, in particular, may be used to analyse user preferences, and this information can lead to the violation of personal privacy. The scope of big data is examined, as is the state of the art in big data security research. The concerns and causes influencing security are laid forth. The authors also touch on and expound on methods that protect individual privacy.
References
[1] Cloud Security Alliance Big Data Working Group, Expanded Top Ten Big Data Security and Privacy Chanllenges[R], Apr. 2013
[2] NIST, NIST Big Data Interoperability Framework: Volume 4, Security and Privacy[R], National Institute for Standards and Technology, 2015, https://doi.org/10.6028/NIST.SP.1500-4
[3] F. McSherry and K. Talwar, "Mechanism design via differential privacy,"in 48th Annual IEEE Symposium on Four.
[4] D. S. Terzi, R. Terzi, and S. Sagiroglu, "A survey on security and privacy issues in big data," in2015 10th International Conference for Internet Technology and Secured Transactions (ICITST). IEEE, 2015, pp. 202-207.
[5] F. McSherry and K. Talwar, "Mechanism design via differential privacy,"in 48th Annual IEEE Symposium on Foundations of Computer Science(FOCS'07). IEEE, 2007, pp. 94-103.
[6] C. Thota, G. Manogaran, D. Lopez, and R. Sundarasekar, "Architecture for big data storage in different cloud deployment models," inResearch Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing. IGI Global, 2021, pp. 178-208.
[7] R. Bhatia and M. Sood, "Security of big data: A review," in 2018 Fifth International Conference on Parallel, Distributed and Grid Computing(PDGC). IEEE, 2018, pp. 182-186. https://doi.org/10.1109/PDGC.2018.8745874
[8] D. S. Terzi, R. Terzi, and S. Sagiroglu, "A survey on security and privacy issues in big data," in2015 10th International Conference for Internet Technology and Secured Transactions (ICITST). IEEE, 2015, pp. 202-207.
