Information Assurance via Big Data Security Analytics

International Journal of Computer & Organization Trends  (IJCOT)          
© 2015 by IJCOT Journal
Volume - 5 Issue - 2
Year of Publication : 2015
AuthorsAbhishek Gupta, Mahesh Pawar, Dr. Sachin Goyal, Ratish Agrawal


Abhishek Gupta, Mahesh Pawar, Dr. Sachin Goyal, Ratish Agrawal"Information Assurance via Big Data Security Analytics", International Journal of Computer & organization Trends (IJCOT), V5(2):85-91 Mar - Apr 2015, ISSN:2249-2593, Published by Seventh Sense Research Group.

Abstract The research presented in this paper represents the importance and leveraging factor of Big Data Security Analytics (BDSA) through models that will augment the predectiveness and possible mitigation of Advanced Persistent Threats (APT). Big Data Security Analytics is highly scalable & it can be achieved by breaking down the silos of data both structured and unstructured to find anomaly. Information security is evolving continuously so scalability is also becoming mandatory which can only be achieved by the integration of security intelligence platform and big data platform as described in the research paper. In order to cope up with APT’s, Big Data Security & Control Framework (BDSCF) is proposed and described in the paper which consist Define, Dissect & Defend of huge datasets. The Big Data Security Analytics techniques, challenges and possible outcomes are presented.


1. Nina Godbole, Sunit Belapure ‘Cyber Security, understanding Cyber Crimes, Computer Forensics & Legal Perspectives’ Choudhary Press, New Delhi, 1st Edition, ISBN: 978-81-265-2179-1.
2. Nina Godbole ‘Information systems security’ Security management, Metrics, Frameworks & best practices, Wiley India 2013, ISBN: 978-81-265-1692-6.
3. William Hurst, Madjid Merabti, Paul Fergus ‘Big Data Analysis Techniques for Cyber-Threat Detection in Critical Infrastructures’ 2014 28th International Conference on Advanced Information Networking and Applications Workshops 2014, 978-1-4799-2652-7, DOI 10.1109/WAINA.2014.141.
4. Rasim Alguliyev, Yadigar Imamverdiyev ‘Big Data: Big Promises for Information Security’ IEEE
5. Michele Chambers, Michael Minelli, Ambiga Dhiraj, ‘Big Data, Big Analytics: Emerging Business Intelligence’ Wiley Publication, ISBN: 978-1-11- 814760-3, February 2013
6. Mark Talabis, Robert McPherson ‘Information Security Analytics Finding Security Insights, Patterns, and Anomalies in Big Data’ Published by Syngress, ISBN: 978-0-12-800207-0, November 2014
7. Randy Franklin Smith’s ‘Cutting through the Hype: What is Big Data Security Analytics’ by LogRhythm, webinar ultimate windows
8. Prof. Yuval Elovici ‘Security & Privacy’ Information Systems Engineering webinar
9. Luis Maldonado, Michael Roytman ‘Introduction to Big Data Techniques for Cyber Security’ New York Information Security meet up January 2015 webinar
10. Eeyal Kolman RSA ‘Machine Learning & Big Data in Cyber Security’08/09/2014, webinar
11. John Vecchi, Ajay Uggirala ‘Revolutionizing Advanced Threat Protection A Modern Three Tired Approach’ Solerea, webcast
12. Greg Masters ‘Tapping Big Data Security Analytics to detect breaches, APT & gain actionable Intel’ webcast
13. Carson Kai-Sang Leung, Richard Kyle MacKinnon, Fan Jiang ‘Reducing the Search Space for Big Data Mining for Interesting Patterns from Uncertain Data’ 2014 IEEE International Congress on Big Data, 978-1- 4799-50577/14,DOI10.1109/BigData.Congres.2014
14. Lei Xu, Chunxiao Jiang ‘Information Security in Big Data: Privacy and Data Mining’ 2169-3536, VOLUME 2, 2014 IEEE

Advance Persistent Threat, Big Data, Big Data Security Analytics, Classifier, Security Intelligence.