Big Data Analytics with Applications in Insider Threat Detection

Author:   Bhavani Thuraisingham (The University of Texas at Dallas, USA) ,  Pallabi Parveen ,  Mohammad Mehedy Masud ,  Latifur Khan (University of Texas at Dallas, Richardson, Texas, USA)
Publisher:   Taylor & Francis Inc
ISBN:  

9781498705479


Pages:   544
Publication Date:   01 December 2017
Format:   Hardback
Availability:   In Print   Availability explained
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Big Data Analytics with Applications in Insider Threat Detection


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Author:   Bhavani Thuraisingham (The University of Texas at Dallas, USA) ,  Pallabi Parveen ,  Mohammad Mehedy Masud ,  Latifur Khan (University of Texas at Dallas, Richardson, Texas, USA)
Publisher:   Taylor & Francis Inc
Imprint:   Productivity Press
Weight:   1.225kg
ISBN:  

9781498705479


ISBN 10:   1498705472
Pages:   544
Publication Date:   01 December 2017
Audience:   College/higher education ,  Professional and scholarly ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

Supporting Technologies. Introduction. Data Mining Techniques. Cyber Security and Malware. Data Mining for Malware Detection. Conclusion. Stream-Based Novel Class Detection. Stream Mining. Novel Class Detection Problem. SNOD. Conclusion. Reactively Adaptive Malware. Reactively Adaptive Malware. RAMAL Design. RAMAL Implementation. SNODMAL. Introduction. SNODMAL Design. SNODMAL Implementation. SNODMAL FOR RAMAL. SNODMAL Extensions. Introduction. SNODMAL on the Cloud. SNODCAL. SNODMAL++. Conclusion. Summary and Directions. References. Appendix A: Data Management Systems. Appendix B: Malware Products.

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Author Information

Dr. Bhavani Thuraisingham is the Louis A. Beecherl, Jr. Distinguished Professor of Computer Science and the Executive Director of the Cyber Security Research and Education Institute (CSI) at the University of Texas at Dallas. Dr. Kevin W. Hamlen is an Assistant Professor in CS at UTD where he directs the Software Security Lab. Dr. Latifur R. Khan is currently an Associate Professor in CS at UTD. Dr. Mehedy Masud is an associate professor at the College of Information Technology, United Arab Emirates University.

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