Security and Privacy of Big Data in Various Applications

AlMutairi, Abeer M.; AlBukhary, Rawan Abdullah Turdi; Jayaprakash, Jayaprakash

doi:10.21742/ijbdsi.2015.2.1.03

Cited by 1 publication

(1 citation statement)

References 18 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Analyses of data security are applied to security and surveillance practices to encourage experts to use big data security assemblages [20]. Nevertheless, the security ambition in big data applications focuses on privacy, integrity, authenticity, and access control [21]. In cloud-computing implementation, sharing data resources using different data formats by multiple-user access presents new challenges to big data security.…”

Section: Security Privacy and Integritymentioning

confidence: 99%

Learning Machine Implementation for Big Data Analytics, Challenges and Solutions

Al-Masri¹,

Nasir²

2016

J Data Mining Genomics Proteomics

View full text Add to dashboard Cite

Big Data analytics is one of the great challenges for Learning Machine (LM) algorithms because most real-life applications involve a massive information or big data knowledge base. By contrast, an Artificial Intelligent (AI) system with a data knowledge base should be able to compute the result in an accurate and fast manner. This study focused on the challenges and solutions of using with Big Data. Data processing is a mandatory step to transform unstructured Big Data into a meaningful and optimized data set in any LM module. However, an optimized data set must be deployed to support a distributed processing and real-time application. This work also reviewed the technologies currently used in Big Data analysis and LM computation and emphasized that the viability of using different solutions for certain applications could increase LM performance. The new development, especially in cloud computing and data transaction speed, offers significant advantages to the practical use of AI applications.

show abstract

Section: Security Privacy and Integritymentioning

confidence: 99%