Data Analytics and Decision Support for Cybersecurity

Part I. Regular Chapters

1. A Toolset for Intrusion and Insider Threat Detection
Markus Ring, Sarah Wunderlich, Dominik Grüdl, Dieter Landes, Andreas Hotho

2. Human-Machine Decision Support Systems for Insider Threat Detection
Philip A. Legg

3. Detecting Malicious Collusion Between Mobile Software Applications: The Android
TM
Case
Irina Măriuca Asăvoae, Jorge Blasco, Thomas M. Chen, Harsha Kumara Kalutarage, Igor Muttik, Hoang Nga Nguyen, Markus Roggenbach, Siraj Ahmed Shaikh

4. Dynamic Analysis of Malware Using Run-Time Opcodes
Domhnall Carlin, Philip O’Kane, Sakir Sezer

5. Big Data Analytics for Intrusion Detection System: Statistical Decision-Making Using Finite Dirichlet Mixture Models
Nour Moustafa, Gideon Creech, Jill Slay

6. Security of Online Examinations
Yousef W. Sabbah

7. Attribute Noise, Classification Technique, and Classification Accuracy
R. Indika P. Wickramasinghe

Part II. Invited Chapters

8. Learning from Loads: An Intelligent System for Decision Support in Identifying Nodal Load Disturbances of Cyber-Attacks in Smart Power Systems Using Gaussian Processes and Fuzzy Inference
Miltiadis Alamaniotis, Lefteri H. Tsoukalas

9. Visualization and Data Provenance Trends in Decision Support for Cybersecurity
Jeffery Garae, Ryan K. L. Ko

Avainsanat: Computer Science, Data Mining and Knowledge Discovery, Data Encryption, Big Data/Analytics