security in big data research papers
Big data, big security
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The Sony data breach, which exposed information from more than 100 million user accounts in April, could prove to be the mostly costly data breach of all time. Hackers obtained personal information, including credit, debit and bank account numbers in some instances
Security and privacy in the era of big data
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Summary Today's accessibility to big data holds much promise to harness the power of massive data sets and translate that power into advances and transformations in science, medicine, health care, education, and economic growth. Nonetheless, many challenges
Security Issues Associated With Big Data In Cloud Computing
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ABSTRACT In this paper, we discuss security issues for cloud computing, Big data, Map Reduce and Hadoop environment. The main focus is on security issues in cloud computing that are associated with big data. Big data applications are a great benefit to organizations
NoSQL Databases: New Millennium Database for Big Data, Big Users, Cloud Computing and Its Security Challenges
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Abstract The field of databases has emerged in last decades of years. New architectures try to meet the need to store more and more various kinds of diverse data. The current trend of Big Data (too diverse data, unstructured data, semi-structured data, fast changing data),
Big Data for Defence and Security
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About RUSI The Royal United Services Institute (RUSI) is an independent think tank engaged in cutting edge defence and security research. A unique institution, founded in 1831 by the Duke of Wellington, RUSI embodies nearly two centuries of forward thinking, free discussion
Big Data Analysis for Implementation of Enterprise Data Security
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Abstract-In an Enterprise which can be retail, finance, health or manufacturing, there is a high volume of data to be analyzed. The data arrives for analysis at high velocity and there is a lot of data variety. Such a huge data is termed as the Big Data. This Big Data when
Big Data Analytics and the Epitome of fully Homomorphic Encryption Scheme for Cloud Computing Security
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ABSTRACT This paper studies the issues of Big Data Analytics (BDAs) or the Internet of Things (IOT) and its implementation in the Cloud Computing Environment with a full thrust consideration to the Fully Homomorphic Encryption Scheme (FHE). The FHE is a
Improving roi on big data through formal security and efficiency risk management for interoperating ot and it systems
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Abstract A plethora of innovative solutions to combat signature less, camouflaged and evolving attacks are joining the arsenals of existing intrusion and malware protection systems. However, in order to implement the vision of enormous economic and social
Big Data Security Issues and Challenges
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Abstract:The amount of data in world is growing day by day. Data is growing because of use of internet, smart phone and social network. Big data is a collection of data sets which is very large in size as well as complex. Generally size of the data is Petabyte and Exabyte.
Big Data–Security with Privacy
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ABSTRACT This document provides a summary of the discussions on big data security and privacy at the NSF Workshop on this topic held at the University of Texas at Dallas on September 16 and 17, 2014. This document will continue to evolve over the next few
Big Data Security Issues and Challenges in Cloud Computing
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Abstract:In this paper we are going to discuss Big Data security issues and challenges in cloud computing, and also discuss Map Reduce and Hadoop environment used for data processing file management. In this paper we discuss Need of security in cloud computing
Unstructured Big Data Processing: Security Issues and Countermeasures
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Abstract-Every organization has big data. This big data contains structured, semi structured and unstructured data. Social networking users are increasing so the data of the social networking sites are also increasing rapidly. Mostly these data consists of images, videos,
A Sticky Policy Framework for Big Data Security
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Abstract:Big data security is one of the hottest research topics in big data computing and service applications, because of the lack of research results and mature security technologies and solutions to provide adequate big data security. Big data security faces
A Risk Management Framework for Clouds Using Big Data and Security Informatics usingAttack Trees and Hidden Markov Model in Analysis and Prediction of
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Abstract-Social media refers to the means of interactions among people in which they create, share, and exchange information and ideas in virtual communities and networks. The growth of Information and Communication Technology (ICT) has resulted in an enormous
Security Issue on Secure Data Storage and Transaction Logs In Big Data
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Abstract-paper proposed the security issue on secure data storage and transaction logs in associated with data storage, management, and processing, though security not available in various things in big data unauthorized access may corrupt the data, this paper provides
Big Data Analytics Security Issues in Data Driven Information System
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ABSTRACT: Enterprises routinely collect terabytes of security-relevant data (for instance, network events, software application events, and people's action events) for regulatory compliance and post hoc forensic analysis. Large enterprises generate an estimated 10 to
Implementation aspects of Bio-Metric system in Electronic Voting Machine by using embeddedsecurity and big data approach
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Abstract-India is one of the countries which introduced the Electronic voting machine for Parliamentary and Assembly polls successfully. But in every poll election the Election Commission is facing so much of troubles and various type of issues has been faced
Information Security in Big Data using Encryption and Decryption
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ABSTRACT The growing popularity and development of data mining technologies bring serious threat to the security of individual's sensitive information. An emerging research topic in data mining, known as privacy preserving data mining (PPDM), has been extensively
A Security and Privacy Preserving in Big Data
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Abstract:In recent era's, available personal data has made security and privacy preserving on big data. Major issue and privacy preserving on data and some exist problems in this field. On big data is a broad term for data sets so large or complex that traditional data
A Survey of the Security Use Cases in Big Data
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ABSTRACT: Big data is the collection of large and complex data sets that are difficult to process using on-hand database management tools or traditional data processing applications. The invention of online social networks, smart phones, fine tuning of
Business Intelligence meets Big Data: An Overview on Security and Privacy
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Abstract.target of many research activities focusing on big data management and analysis, definition of zero latency approaches to data analytics, and protection of big data security and privacy. In particular, security and privacy are two
Data mining and Security in Big data
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Abstract:Data has been growing rapidly due to digitization of the world. Vast amount of data accumulating in every field. Organizations are storing this vast amount of data in their databases as big data which has been maintaining as clusters. But these clusters are not
Blend of SVM, MultiBoost, Decorate and Bagging Classifiers for Improving Accuracy andSecurity of Big Data
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Abstract: Big data achieves more and more attention from researchers in recent years because it has become ubiquitous in numerous application domains. The proposed classifier combines SVM (Support Vector Machine), MultiBoost, Decorate and Bagging
A Survey of Big Data Cloud Computing Security
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ABSTRACT Big Data and cloud computing are two important issues in the recent years, enables computing resources to be provided as Information Technology services with high efficiency and effectiveness. Now a day's big data is one of the most problems that
Recent Advances in Security and Privacy in Big Data J. UCS Special Issue
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Big data has become an important topic in science, engineering, medicine, healthcare, finance, business and ultimately society itself. Big data refers to the massive amount of digital information stored or transmitted in computer systems. Approximately, 2.5 quintillion
A Highlight of Security Challenges in Big Data
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Abstract Big data security challenges are magnified by its own attributes Variety, Volume and Velocity. In a world where critical decisions made by Government and Organizations now depend on thorough analysis of both streaming and static large data sets, big data
Big Data in Information Security
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Abstract As the Big Data discipline continues to mature, the impact to information security will be felt. This paper examines Big Data, how businesses are using Big Data and how
Providing Response to Security Incidents in the Cloud Computing with Autonomic Systems and Big Data
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Abstract:This article provides a real-time intrusion response system in order to reduce the consequences of the attacks in the Cloud Computing. Our work proposes an autonomic intrusion response technique that uses a utility function to determine the best response to
Security Analytics in Big Data Infrastructures
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ABSTRACT Big Data is usually so large and complex, and it has become an emerging hot topic in network security fields. How to deal with lots of safety data which are produced by heterogeneous network security devices, how to analyze and coordinate such Big Data
An Overview of high-performance parallel Big Data transfers over multiple network channels with Transport Layer Security (TLS) and TLS plus Perfect Forward
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Abstract--This Technical Note provides an overview of high-performance parallel Big Data transfers with and without encryption for data in-transit over multiple network channels. It shows that with the parallel approach, it is feasible to carry out high-performance parallel"
Leveraging Big Data in Enhancing National Security in Nigeria
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ABSTRACT The spate of terrorist attacks in Nigeria has been on the increase in the last few years. The recent successes recorded by terrorist elements in Nigeria have been attributed to lack of actionable intelligence that would enable preventive action against terrorists. To
COMPREHENSIVE AND COORDINATED SECURITY OF KNOX GATEWAY IN BIG DATA
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ABSTRACT Adding security to Hadoop is challenging because all the interactions do not follow the classic client-server pattern: the file system is partitioned and distributed requiring authorization checks at multiple points; a submitted batch job is executed at a later time on
Information Flows Security in Big Data
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Abstract This Project focuss on an ancient issue, information flow security on DAC (discretionary access control). DAC is the most interesting or rather paradoxical security mechanism. In one hand, DAC is the most popular commercial security mechanism (
Enhancing and Scalability in Big Data and Cloud Computing: Future Opportunities andSecurity
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ABSTRACT Scalable database management systems (DBMS) both for update intensive application workloads as well as decision support systems for descriptive and deep analytics are a critical part of the cloud infrastructure and play an important role in
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