000 06037cam a2200529Ki 4500
001 ocn944193862
003 OCoLC
005 20190328114814.0
006 m o d
007 cr cnu---unuuu
008 160309t20162016ne a ob 001 0 eng d
040 _aOPELS
_beng
_erda
_epn
_cOPELS
_dIDEBK
_dCOO
_dN$T
_dCDX
_dN$T
_dYDXCP
_dOCLCF
_dEBLCP
_dD6H
_dDEBSZ
_dK6U
_dVGM
_dLIV
_dOCLCQ
_dVT2
_dU3W
_dUUM
_dVVB
_dUOK
019 _a944186036
_a945135908
_a959328677
_a959590997
020 _a0128027169
_qelectronic bk.
020 _a9780128027165
_qelectronic bk.
020 _z9780128027141
020 _z0128027142
035 _a(OCoLC)944193862
_z(OCoLC)944186036
_z(OCoLC)945135908
_z(OCoLC)959328677
_z(OCoLC)959590997
050 4 _aQA76.9.A25
072 7 _aCOM
_x015000
_2bisacsh
082 0 4 _a005.8/4
_223
100 1 _aKaryotis, Vasileios,
_eauthor.
245 1 0 _aMalware diffusion models for modern complex networks :
_btheory and applications /
_h[electronic resource]
_cVasileios Karyotis, M.H.R. Khouzani.
264 1 _aAmsterdam :
_bMorgan Kaufmann,
_c2016.
264 4 _c�2016
300 _a1 online resource (xxi, 301 pages) :
_billustrations (black and white).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
520 _aMalware Diffusion Models for Wireless Complex Networks: Theory and Applications provides a timely update on malicious software (malware), a serious concern for all types of network users, from laymen to experienced administrators. As the proliferation of portable devices, namely smartphones and tablets, and their increased capabilities, has propelled the intensity of malware spreading and increased its consequences in social life and the global economy, this book provides the theoretical aspect of malware dissemination, also presenting modeling approaches that describe the behavior and dynamics of malware diffusion in various types of wireless complex networks. 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.
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record.
505 0 _aFront Cover; Malware Diffusion Models for Modern Complex Networks; Copyright; Table of Contents; Preface; List of Figures; List of Tables; 1 MALWARE DIFFUSION MODELING FRAMEWORK; 1 Fundamentals of Complex Communications Networks; 1.1 Introduction to Communications Networks and Malicious Software; 1.2 A Brief History of Communications Networks and Malicious Software; 1.2.1 From Computer to Communications Networks; 1.2.2 The Emergence and Proliferation of Wireless Networks; 1.2.3 Malicious Software and the Internet; 1.3 Complex Networks and Network Science; 1.3.1 Complex Networks
505 8 _a1.3.2 Network Science1.3.3 Network Graphs Primer; 2 Malware Diffusion in Wired and Wireless Complex Networks; 2.1 Diffusion Processes and Malware Diffusion; 2.1.1 General Diffusion Processes; 2.1.2 Diffusion of Malware in Communication Networks; 2.2 Types of Malware Outbreaks in Complex Networks; 2.3 Node Infection Models; 3 Early Malware Diffusion Modeling Methodologies; 3.1 Introduction; 3.2 Basic Epidemics Models; 3.2.1 Simple (Classical) Epidemic Model -- SI Model; 3.2.2 General Epidemic Model: Kermack-McKendrick Model; 3.2.3 Two-factor Model; 3.2.4 Dynamic Quarantine
505 8 _a3.3 Other Epidemics Models3.3.1 Epidemics Model in Scale-free Networks; 3.3.2 Generalized Epidemics-Endemics Models; 3.4 Miscellaneous Malware Modeling Models; 3.5 Scope and Achievements of Epidemics; 2 STATE-OF-THE-ART MALWARE MODELING FRAMEWORKS; 4 Queuing-based Malware Diffusion Modeling; 4.1 Introduction; 4.2 Malware Diffusion Behavior and Modeling via Queuing Techniques; 4.2.1 Basic Assumptions; 4.2.2 Mapping of Malware Diffusion to a Queuing Problem; 4.3 Malware Diffusion Modeling in Nondynamic Networks; 4.3.1 Evaluation Metrics; 4.3.2 Steady-state Behavior and Analysis
505 8 _a4.4 Malware Diffusion Modeling in Dynamic Networks with Churn4.4.1 Malware Diffusion Models and Network Churn; 4.4.2 Open Queuing Network Theory for Modeling Malware Spreading in Complex Networks with Churn; 4.4.3 Analysis of Malware Propagation in Networks with Churn; 4.4.4 Demonstration of Queuing Framework for Malware Spreading in Complex and Wireless Networks; 5 Malware-Propagative Markov Random Fields; 5.1 Introduction; 5.2 Markov Random Fields Background; 5.2.1 Markov Random Fields; 5.2.2 Gibbs Distribution and Relation to MRFs; 5.2.3 Gibbs Sampling and Simulated Annealing
505 8 _a5.3 Malware Diffusion Modeling Based on MRFs5.4 Regular Networks; 5.4.1 Chain Networks; 5.4.2 Regular Lattices: Finite and Infinite Grids; 5.5 Complex Networks with Stochastic Topologies; 5.5.1 Random Networks; 5.5.2 Small-world Networks; 5.5.3 Scale-free Networks; 5.5.4 Random Geometric Networks; 5.5.5 Comparison of Malware Diffusion in Complex Topologies; 6 Optimal Control Based Techniques; 6.1 Introduction; 6.2 Example -- an Optimal Dynamic Attack: Seek and Destroy; 6.2.1 Dynamics of State Evolution; 6.2.2 Objective Functional; 6.3 Worm's Optimal Control
650 0 _aMalware (Computer software)
650 7 _aCOMPUTERS / Security / Viruses & Malware
_2bisacsh
650 7 _aMalware (Computer software)
_2fast
_0(OCoLC)fst01748230
655 4 _aElectronic books.
655 0 _aElectronic books.
655 7 _aElectronic books.
_2local
700 1 _aKhouzani, M. H. R.,
_eauthor.
776 0 8 _iPrint version:
_aKaryotis, Vasileios.
_tMalware diffusion models for modern complex networks
_z9780128027141
_w(OCoLC)942837123
856 4 0 _3ScienceDirect
_uhttp://www.sciencedirect.com/science/book/9780128027141
999 _c247298
_d247298