Leveraging Data from Open-Source Intrusion Detection Systems for Enhancing Security of Systems
Leveraging Data from Open-Source Intrusion Detection Systems for Enhancing Security of Systems Viren Chhabria A Dissertation Presented to the University of Dublin, Trinity College in partial fulfilment of the requirements for the degree of Master of Science in Computer Science (Data Science) Supervisor: Dr. Stephen Farrell August 2019 Declaration I, the undersigned, declare that this work has not previously been submitted as an exercise for a degree at this, or any other University, and that unless otherwise stated, is my own work. Viren Chhabria August 14, 2019 Permission to Lend and/or Copy I, the undersigned, agree that Trinity College Library may lend or copy this thesis upon request. Viren Chhabria August 14, 2019 To my mother, Bhavna R Chhabria and father, Rajkumar T Chhabria, for their endless love and support! Acknowledgments I would like to express my sincere gratitude to my supervisor Dr. Stephen Farrell for his constant support and supervision. His knowledge and experience helped me over- come challenging situations during the course of this dissertation. A big thank you to my parents and family for enabling me to pursue my MSc program at Trinity College Dublin and supporting me throughout this wonderful journey. I would like to thank Prof. Khurshid Ahmad, for mentoring, motivating and support- ing me. Last, but not the least, I would like to thank my friends. Ankita for motivating me throughout the project. Arun and Debrup for providing me innovative ideas and technical guidance. Rohit, for helping me with machine learning during the project. Dr. Husanbir Singh Pannu for motivating me and providing tips for efficient writing.
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