Buch, Englisch, 324 Seiten, Format (B × H): 186 mm x 230 mm, Gewicht: 668 g
Buch, Englisch, 324 Seiten, Format (B × H): 186 mm x 230 mm, Gewicht: 668 g
ISBN: 978-0-12-802714-1
Verlag: Morgan Kaufmann
Sections include a systematic introduction to malware diffusion processes in computer and communications networks, an analysis of the latest state-of-the-art malware diffusion modeling frameworks, such as queuing-based techniques, calculus of variations based techniques, and game theory based techniques, also demonstrating how the methodologies can be used for modeling in more general applications and practical scenarios.
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Part 1. Malware diffusion modeling framework
Chapter 1. Fundamentals of complex communications networks
Chapter 2. Malware diffusion in wired and wireless complex networks
Chapter 3. Early malware diffusion modeling methodologies
Part 2. State-of-the-art malware modeling frameworks
Chapter 4. Queuing-based malware diffusion modeling
Chapter 5. Malware-propagative Markov random fields
Chapter 6. Optimal control based techniques
Chapter 7. Game-theoretic techniques
Chapter 8. Qualitative comparison
Part 3. Applications and the road ahead
Chapter 9. Applications of state-of-the-art malware modeling frameworks
Chapter 10. The road ahead
Chapter 11. Conclusions
Part 4. Appendices
Appendix A. Systems of ordinary differential equations
Appendix B. Elements of queuing theory and queuing networks
Appendix C. Optimal control theory and Hamiltonians