Admission requirements
Admission only after intake,
see https://www.csacademy.nl/en/education/master-s-programmes/executive-master-s-programme-cyber-security
Elective in master’s programme Cyber Security
Description
The course will provide an extensive overview of data mining and data stream mining techniques and their applications to cyber security. Some applications of these techniques to real-time detection of deviations in data streams, detection of misuse of information systems, fraud detection, detection of DoS attacks, etc. will be discussed in depth. Additionally, practical work with real data will provide the participants some hand-on experience with applying data mining to real-life problems.
Course objectives
Participants have:
technical understanding of ICT systems, technical measures and interventions in relation to cyber security questions
knowledge and understanding of the potential and limitations of data monitoring & data analytics tools to detect cyber security incidents in cyberspace to apply data mining tools on real-world examples
Timetable
5 days from 9.30 until 17.00
Friday 15 April 2016
Friday 22 April 2016
Friday 29 April 2016
Friday 13 May 2016
Friday 20 May 2016
Mode of instruction
Lectures, seminars, exercises, class discussion
Lecturers: Dr. Wojtek Kowalczyk, Prof.dr. Jan van den Berg, Dr. Jan C.A. van der Lubbe (TUD) and others
Course Load
4 EC
Assessment method
Assignment, presentation, written exam
Blackboard
Yes, for posting slides of lectures, relevant literature and assignments
Reading list
Compulsory literature and literature for further consultation will be announced via Blackboard
Registration
No registration is required for lectures and exams.
Registration Studeren à la carte and Contractonderwijs
N/A
Contact
Dr. Wojtek Kowalczyk
Drs. Mireille Snels, programme manager