{"product_id":"computer-intrusion-detection-and-network-monitoring-statistical","title":"Computer Intrusion Detection and Network Monitoring - Statistical","description":"\u003cp\u003eIn this review of Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint the bottom line is clear: this is a methodical, data-driven treatment of computer intrusion aimed at researchers and practitioners who want rigorous statistical perspectives on security data. The book is self-contained, so readers do not need prior expertise in computer security or statistics to follow the arguments, which makes it particularly useful for statisticians moving into security and for security engineers who want a deeper, quantitative foundation.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eData-centered approach:\u003c\/strong\u003e Presents intrusion detection from the perspective of statistical modeling so readers learn how to treat security events as data for analysis and inference.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSelf-contained exposition:\u003c\/strong\u003e Assumes no prior expertise in computer security or statistics, making the methods accessible to a broad technical audience.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eApplied focus:\u003c\/strong\u003e Emphasizes real-world monitoring and detection tasks so readers can connect statistical techniques to operational network problems.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eInterdisciplinary relevance:\u003c\/strong\u003e Bridges computer science and statistics, useful for teams working at the intersection of both fields.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eScholarly yet practical:\u003c\/strong\u003e Balances theoretical discussion with practical implications for designing and evaluating intrusion detection systems.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThis book is best for graduate students, researchers, and practicing analysts who need a principled statistical framework for intrusion detection and network monitoring. It fits readers who want to move beyond heuristic rules and understand how to model network events, assess false positive rates, and reason about detection performance.\u003c\/p\u003e\n\u003cp\u003eThose seeking a hands-on lab manual with extensive code examples or a cookbook of proprietary tools may want to supplement this book with practical tool documentation or datasets. Readers expecting a high-level management overview of cybersecurity strategy should look elsewhere for nontechnical summaries.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eClear, data-driven perspective that helps translate network events into statistical problems.\u003c\/li\u003e\n\u003cli\u003eSelf-contained writing lowers the barrier for statisticians new to security concepts.\u003c\/li\u003e\n\u003cli\u003eUseful bridge between theory and monitoring practice for research and advanced applied work.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNot a substitute for hands-on tool tutorials or extensive code examples, which are limited or absent.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eComputer Intrusion Detection and Network Monitoring: A Statistical Viewpoint\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthor\u003c\/td\u003e\n\u003ctd\u003eDavid J. J. Marchette\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSubject\u003c\/td\u003e\n\u003ctd\u003eComputer intrusion, network monitoring, statistics\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003eResearchers and practitioners in statistics and computer science\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eApproach\u003c\/td\u003e\n\u003ctd\u003eData-centered, self-contained exposition\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUse cases\u003c\/td\u003e\n\u003ctd\u003eDesigning intrusion detection models and evaluating monitoring systems\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eComputer Intrusion Detection and Network Monitoring is a focused, valuable resource for technical readers who need a rigorous statistical foundation for security monitoring. It is good value for anyone who wants to replace ad hoc detection rules with model-based approaches, though readers seeking step-by-step tooling will need complementary practical guides.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this book require prior security experience?\u003c\/strong\u003e\u003cbr\u003eNo, the text is self-contained and written so readers without prior computer security expertise can follow the statistical discussions.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs this suitable for practitioners as well as researchers?\u003c\/strong\u003e\u003cbr\u003eYes, the book is intended for both researchers and practitioners who want a principled, data-centered perspective on intrusion detection.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWill it teach tool-specific implementations?\u003c\/strong\u003e\u003cbr\u003eThe emphasis is on statistical methods and conceptual frameworks rather than step-by-step tool tutorials, so supplementing with practical resources is recommended.\u003c\/p\u003e","brand":"David J. 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