Metrics And Methods For Security Risk Management

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Metrics and Methods for Security Risk Management

Author : Carl Young
Publisher : Syngress
ISBN 13 : 9781856179799
Total Pages : 296 pages
Book Rating : 4.1/5 (797 download)

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Book Synopsis Metrics and Methods for Security Risk Management by : Carl Young

Download or read book Metrics and Methods for Security Risk Management written by Carl Young and published by Syngress. This book was released on 2010-08-21 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Security problems have evolved in the corporate world because of technological changes, such as using the Internet as a means of communication. With this, the creation, transmission, and storage of information may represent security problem. Metrics and Methods for Security Risk Management is of interest, especially since the 9/11 terror attacks, because it addresses the ways to manage risk security in the corporate world. The book aims to provide information about the fundamentals of security risks and the corresponding components, an analytical approach to risk assessments and mitigation, and quantitative methods to assess the risk components. In addition, it also discusses the physical models, principles, and quantitative methods needed to assess the risk components. The by-products of the methodology used include security standards, audits, risk metrics, and program frameworks. Security professionals, as well as scientists and engineers who are working on technical issues related to security problems will find this book relevant and useful. Offers an integrated approach to assessing security risk Addresses homeland security as well as IT and physical security issues Describes vital safeguards for ensuring true business continuity

How to Measure Anything in Cybersecurity Risk

Author : Douglas W. Hubbard
Publisher : John Wiley & Sons
ISBN 13 : 1119085292
Total Pages : 304 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis How to Measure Anything in Cybersecurity Risk by : Douglas W. Hubbard

Download or read book How to Measure Anything in Cybersecurity Risk written by Douglas W. Hubbard and published by John Wiley & Sons. This book was released on 2016-07-25 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: A ground shaking exposé on the failure of popular cyber risk management methods How to Measure Anything in Cybersecurity Risk exposes the shortcomings of current "risk management" practices, and offers a series of improvement techniques that help you fill the holes and ramp up security. In his bestselling book How to Measure Anything, author Douglas W. Hubbard opened the business world's eyes to the critical need for better measurement. This book expands upon that premise and draws from The Failure of Risk Management to sound the alarm in the cybersecurity realm. Some of the field's premier risk management approaches actually create more risk than they mitigate, and questionable methods have been duplicated across industries and embedded in the products accepted as gospel. This book sheds light on these blatant risks, and provides alternate techniques that can help improve your current situation. You'll also learn which approaches are too risky to save, and are actually more damaging than a total lack of any security. Dangerous risk management methods abound; there is no industry more critically in need of solutions than cybersecurity. This book provides solutions where they exist, and advises when to change tracks entirely. Discover the shortcomings of cybersecurity's "best practices" Learn which risk management approaches actually create risk Improve your current practices with practical alterations Learn which methods are beyond saving, and worse than doing nothing Insightful and enlightening, this book will inspire a closer examination of your company's own risk management practices in the context of cybersecurity. The end goal is airtight data protection, so finding cracks in the vault is a positive thing—as long as you get there before the bad guys do. How to Measure Anything in Cybersecurity Risk is your guide to more robust protection through better quantitative processes, approaches, and techniques.

Information Security Management Metrics

Author : CISM, W. Krag Brotby
Publisher : CRC Press
ISBN 13 : 1420052861
Total Pages : 246 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Information Security Management Metrics by : CISM, W. Krag Brotby

Download or read book Information Security Management Metrics written by CISM, W. Krag Brotby and published by CRC Press. This book was released on 2009-03-30 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spectacular security failures continue to dominate the headlines despite huge increases in security budgets and ever-more draconian regulations. The 20/20 hindsight of audits is no longer an effective solution to security weaknesses, and the necessity for real-time strategic metrics has never been more critical. Information Security Management Metr

Security Metrics

Author : Andrew Jaquith
Publisher : Pearson Education
ISBN 13 : 0132715775
Total Pages : 356 pages
Book Rating : 4.1/5 (327 download)

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Book Synopsis Security Metrics by : Andrew Jaquith

Download or read book Security Metrics written by Andrew Jaquith and published by Pearson Education. This book was released on 2007-03-26 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Definitive Guide to Quantifying, Classifying, and Measuring Enterprise IT Security Operations Security Metrics is the first comprehensive best-practice guide to defining, creating, and utilizing security metrics in the enterprise. Using sample charts, graphics, case studies, and war stories, Yankee Group Security Expert Andrew Jaquith demonstrates exactly how to establish effective metrics based on your organization’s unique requirements. You’ll discover how to quantify hard-to-measure security activities, compile and analyze all relevant data, identify strengths and weaknesses, set cost-effective priorities for improvement, and craft compelling messages for senior management. Security Metrics successfully bridges management’s quantitative viewpoint with the nuts-and-bolts approach typically taken by security professionals. It brings together expert solutions drawn from Jaquith’s extensive consulting work in the software, aerospace, and financial services industries, including new metrics presented nowhere else. You’ll learn how to: • Replace nonstop crisis response with a systematic approach to security improvement • Understand the differences between “good” and “bad” metrics • Measure coverage and control, vulnerability management, password quality, patch latency, benchmark scoring, and business-adjusted risk • Quantify the effectiveness of security acquisition, implementation, and other program activities • Organize, aggregate, and analyze your data to bring out key insights • Use visualization to understand and communicate security issues more clearly • Capture valuable data from firewalls and antivirus logs, third-party auditor reports, and other resources • Implement balanced scorecards that present compact, holistic views of organizational security effectiveness

Enterprise Security Risk Management

Author : Brian Allen, Esq., CISSP, CISM, CPP, CFE
Publisher : Rothstein Publishing
ISBN 13 : 1944480439
Total Pages : 407 pages
Book Rating : 4.9/5 (444 download)

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Book Synopsis Enterprise Security Risk Management by : Brian Allen, Esq., CISSP, CISM, CPP, CFE

Download or read book Enterprise Security Risk Management written by Brian Allen, Esq., CISSP, CISM, CPP, CFE and published by Rothstein Publishing. This book was released on 2017-11-29 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: As a security professional, have you found that you and others in your company do not always define “security” the same way? Perhaps security interests and business interests have become misaligned. Brian Allen and Rachelle Loyear offer a new approach: Enterprise Security Risk Management (ESRM). By viewing security through a risk management lens, ESRM can help make you and your security program successful. In their long-awaited book, based on years of practical experience and research, Brian Allen and Rachelle Loyear show you step-by-step how Enterprise Security Risk Management (ESRM) applies fundamental risk principles to manage all security risks. Whether the risks are informational, cyber, physical security, asset management, or business continuity, all are included in the holistic, all-encompassing ESRM approach which will move you from task-based to risk-based security. How is ESRM familiar? As a security professional, you may already practice some of the components of ESRM. Many of the concepts – such as risk identification, risk transfer and acceptance, crisis management, and incident response – will be well known to you. How is ESRM new? While many of the principles are familiar, the authors have identified few organizations that apply them in the comprehensive, holistic way that ESRM represents – and even fewer that communicate these principles effectively to key decision-makers. How is ESRM practical? ESRM offers you a straightforward, realistic, actionable approach to deal effectively with all the distinct types of security risks facing you as a security practitioner. ESRM is performed in a life cycle of risk management including: Asset assessment and prioritization. Risk assessment and prioritization. Risk treatment (mitigation). Continuous improvement. Throughout Enterprise Security Risk Management: Concepts and Applications, the authors give you the tools and materials that will help you advance you in the security field, no matter if you are a student, a newcomer, or a seasoned professional. Included are realistic case studies, questions to help you assess your own security program, thought-provoking discussion questions, useful figures and tables, and references for your further reading. By redefining how everyone thinks about the role of security in the enterprise, your security organization can focus on working in partnership with business leaders and other key stakeholders to identify and mitigate security risks. As you begin to use ESRM, following the instructions in this book, you will experience greater personal and professional satisfaction as a security professional – and you’ll become a recognized and trusted partner in the business-critical effort of protecting your enterprise and all its assets.

Information Security Science

Author : Carl Young
Publisher : Syngress
ISBN 13 : 0128096462
Total Pages : 406 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Information Security Science by : Carl Young

Download or read book Information Security Science written by Carl Young and published by Syngress. This book was released on 2016-06-23 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information Security Science: Measuring the Vulnerability to Data Compromises provides the scientific background and analytic techniques to understand and measure the risk associated with information security threats. This is not a traditional IT security book since it includes methods of information compromise that are not typically addressed in textbooks or journals. In particular, it explores the physical nature of information security risk, and in so doing exposes subtle, yet revealing, connections between information security, physical security, information technology, and information theory. This book is also a practical risk management guide, as it explains the fundamental scientific principles that are directly relevant to information security, specifies a structured methodology to evaluate a host of threats and attack vectors, identifies unique metrics that point to root causes of technology risk, and enables estimates of the effectiveness of risk mitigation. This book is the definitive reference for scientists and engineers with no background in security, and is ideal for security analysts and practitioners who lack scientific training. Importantly, it provides security professionals with the tools to prioritize information security controls and thereby develop cost-effective risk management strategies. Specifies the analytic and scientific methods necessary to estimate the vulnerability to information loss for a spectrum of threats and attack vectors Represents a unique treatment of the nexus between physical and information security that includes risk analyses of IT device emanations, visible information, audible information, physical information assets, and virtualized IT environments Identifies metrics that point to the root cause of information technology risk and thereby assist security professionals in developing risk management strategies Analyzes numerous threat scenarios and specifies countermeasures based on derived quantitative metrics Provides chapter introductions and end-of-chapter summaries to enhance the reader’s experience and facilitate an appreciation for key concepts

Cybersecurity Risk Management

Author : Cynthia Brumfield
Publisher : John Wiley & Sons
ISBN 13 : 1119816289
Total Pages : 180 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Cybersecurity Risk Management by : Cynthia Brumfield

Download or read book Cybersecurity Risk Management written by Cynthia Brumfield and published by John Wiley & Sons. This book was released on 2021-12-09 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cybersecurity Risk Management In Cybersecurity Risk Management: Mastering the Fundamentals Using the NIST Cybersecurity Framework, veteran technology analyst Cynthia Brumfield, with contributions from cybersecurity expert Brian Haugli, delivers a straightforward and up-to-date exploration of the fundamentals of cybersecurity risk planning and management. The book offers readers easy-to-understand overviews of cybersecurity risk management principles, user, and network infrastructure planning, as well as the tools and techniques for detecting cyberattacks. The book also provides a roadmap to the development of a continuity of operations plan in the event of a cyberattack. With incisive insights into the Framework for Improving Cybersecurity of Critical Infrastructure produced by the United States National Institute of Standards and Technology (NIST), Cybersecurity Risk Management presents the gold standard in practical guidance for the implementation of risk management best practices. Filled with clear and easy-to-follow advice, this book also offers readers: A concise introduction to the principles of cybersecurity risk management and the steps necessary to manage digital risk to systems, assets, data, and capabilities A valuable exploration of modern tools that can improve an organization’s network infrastructure protection A practical discussion of the challenges involved in detecting and responding to a cyberattack and the importance of continuous security monitoring A helpful examination of the recovery from cybersecurity incidents Perfect for undergraduate and graduate students studying cybersecurity, Cybersecurity Risk Management is also an ideal resource for IT professionals working in private sector and government organizations worldwide who are considering implementing, or who may be required to implement, the NIST Framework at their organization.

Risk and the Theory of Security Risk Assessment

Author : Carl S. Young
Publisher : Springer Nature
ISBN 13 : 3030306003
Total Pages : 286 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Risk and the Theory of Security Risk Assessment by : Carl S. Young

Download or read book Risk and the Theory of Security Risk Assessment written by Carl S. Young and published by Springer Nature. This book was released on 2020-01-28 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the conceptual foundation of security risk assessment and thereby enables reasoning about risk from first principles. It presents the underlying theory that is the basis of a rigorous and universally applicable security risk assessment methodology. Furthermore, the book identifies and explores concepts with profound operational implications that have traditionally been sources of ambiguity if not confusion in security risk management. Notably, the text provides a simple quantitative model for complexity, a significant driver of risk that is typically not addressed in security-related contexts. Risk and The Theory of Security Risk Assessment is a primer of security risk assessment pedagogy, but it also provides methods and metrics to actually estimate the magnitude of security risk. Concepts are explained using numerous examples, which are at times both enlightening and entertaining. As a result, the book bridges a longstanding gap between theory and practice, and therefore will be a useful reference to students, academics and security practitioners.

Measures and Metrics in Corporate Security

Author : George Campbell
Publisher : Elsevier
ISBN 13 : 012800715X
Total Pages : 176 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Measures and Metrics in Corporate Security by : George Campbell

Download or read book Measures and Metrics in Corporate Security written by George Campbell and published by Elsevier. This book was released on 2014-04-02 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: The revised second edition of Measures and Metrics in Corporate Security is an indispensable guide to creating and managing a security metrics program. Authored by George Campbell, emeritus faculty of the Security Executive Council and former chief security officer of Fidelity Investments, this book shows how to improve security’s bottom line and add value to the business. It provides a variety of organizational measurements, concepts, metrics, indicators and other criteria that may be employed to structure measures and metrics program models appropriate to the reader’s specific operations and corporate sensitivities. There are several hundred examples of security metrics included in Measures and Metrics in Corporate Security, which are organized into categories of security services to allow readers to customize metrics to meet their operational needs. Measures and Metrics in Corporate Security is a part of Elsevier’s Security Executive Council Risk Management Portfolio, a collection of real world solutions and "how-to" guidelines that equip executives, practitioners, and educators with proven information for successful security and risk management programs. Describes the basic components of a metrics program, as well as the business context for metrics Provides guidelines to help security managers leverage the volumes of data their security operations already create Identifies the metrics security executives have found tend to best serve security’s unique (and often misunderstood) missions Includes 375 real examples of security metrics across 13 categories

PRAGMATIC Security Metrics

Author : W. Krag Brotby
Publisher : CRC Press
ISBN 13 : 1439881537
Total Pages : 512 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis PRAGMATIC Security Metrics by : W. Krag Brotby

Download or read book PRAGMATIC Security Metrics written by W. Krag Brotby and published by CRC Press. This book was released on 2016-04-19 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Other books on information security metrics discuss number theory and statistics in academic terms. Light on mathematics and heavy on utility, PRAGMATIC Security Metrics: Applying Metametrics to Information Security breaks the mold. This is the ultimate how-to-do-it guide for security metrics. Packed with time-saving tips, the book offers easy-to-follow guidance for those struggling with security metrics. Step by step, it clearly explains how to specify, develop, use, and maintain an information security measurement system (a comprehensive suite of metrics) to help: Security professionals systematically improve information security, demonstrate the value they are adding, and gain management support for the things that need to be done Management address previously unsolvable problems rationally, making critical decisions such as resource allocation and prioritization of security relative to other business activities Stakeholders, both within and outside the organization, be assured that information security is being competently managed The PRAGMATIC approach lets you hone in on your problem areas and identify the few metrics that will generate real business value. The book: Helps you figure out exactly what needs to be measured, how to measure it, and most importantly, why it needs to be measured Scores and ranks more than 150 candidate security metrics to demonstrate the value of the PRAGMATIC method Highlights security metrics that are widely used and recommended, yet turn out to be rather poor in practice Describes innovative and flexible measurement approaches such as capability maturity metrics with continuous scales Explains how to minimize both measurement and security risks using complementary metrics for greater assurance in critical areas such as governance and compliance In addition to its obvious utility in the information security realm, the PRAGMATIC approach, introduced for the first time in this book, has broader application across diverse fields of management including finance, human resources, engineering, and production—in fact any area that suffers a surplus of data but a deficit of useful information. Visit Security Metametrics. Security Metametrics supports the global community of professionals adopting the innovative techniques laid out in PRAGMATIC Security Metrics. If you, too, are struggling to make much sense of security metrics, or searching for better metrics to manage and improve information security, Security Metametrics is the place. http://securitymetametrics.com/

IT Security Metrics: A Practical Framework for Measuring Security & Protecting Data

Author : Lance Hayden
Publisher : McGraw Hill Professional
ISBN 13 : 0071713417
Total Pages : 396 pages
Book Rating : 4.0/5 (717 download)

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Book Synopsis IT Security Metrics: A Practical Framework for Measuring Security & Protecting Data by : Lance Hayden

Download or read book IT Security Metrics: A Practical Framework for Measuring Security & Protecting Data written by Lance Hayden and published by McGraw Hill Professional. This book was released on 2010-08-22 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Implement an Effective Security Metrics Project or Program IT Security Metrics provides a comprehensive approach to measuring risks, threats, operational activities, and the effectiveness of data protection in your organization. The book explains how to choose and design effective measurement strategies and addresses the data requirements of those strategies. The Security Process Management Framework is introduced and analytical strategies for security metrics data are discussed. You'll learn how to take a security metrics program and adapt it to a variety of organizational contexts to achieve continuous security improvement over time. Real-world examples of security measurement projects are included in this definitive guide. Define security metrics as a manageable amount of usable data Design effective security metrics Understand quantitative and qualitative data, data sources, and collection and normalization methods Implement a programmable approach to security using the Security Process Management Framework Analyze security metrics data using quantitative and qualitative methods Design a security measurement project for operational analysis of security metrics Measure security operations, compliance, cost and value, and people, organizations, and culture Manage groups of security measurement projects using the Security Improvement Program Apply organizational learning methods to security metrics

Risk Detection and Cyber Security for the Success of Contemporary Computing

Author : Kumar, Raghvendra
Publisher : IGI Global
ISBN 13 : 1668493195
Total Pages : 502 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Risk Detection and Cyber Security for the Success of Contemporary Computing by : Kumar, Raghvendra

Download or read book Risk Detection and Cyber Security for the Success of Contemporary Computing written by Kumar, Raghvendra and published by IGI Global. This book was released on 2023-11-09 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rapid evolution of technology, identifying new risks is a constantly moving target. The metaverse is a virtual space that is interconnected with cloud computing and with companies, organizations, and even countries investing in virtual real estate. The questions of what new risks will become evident in these virtual worlds and in augmented reality and what real-world impacts they will have in an ever-expanding internet of things (IoT) need to be answered. Within continually connected societies that require uninterrupted functionality, cyber security is vital, and the ability to detect potential risks and ensure the security of computing systems is crucial to their effective use and success. Proper utilization of the latest technological advancements can help in developing more efficient techniques to prevent cyber threats and enhance cybersecurity. Risk Detection and Cyber Security for the Success of Contemporary Computing presents the newest findings with technological advances that can be utilized for more effective prevention techniques to protect against cyber threats. This book is led by editors of best-selling and highly indexed publications, and together they have over two decades of experience in computer science and engineering. Featuring extensive coverage on authentication techniques, cloud security, and mobile robotics, this book is ideally designed for students, researchers, scientists, and engineers seeking current research on methods, models, and implementation of optimized security in digital contexts.

Assessing and Managing Security Risk in IT Systems

Author : John McCumber
Publisher : CRC Press
ISBN 13 : 0203490428
Total Pages : 290 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Assessing and Managing Security Risk in IT Systems by : John McCumber

Download or read book Assessing and Managing Security Risk in IT Systems written by John McCumber and published by CRC Press. This book was released on 2004-08-12 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assessing and Managing Security Risk in IT Systems: A Structured Methodology builds upon the original McCumber Cube model to offer proven processes that do not change, even as technology evolves. This book enables you to assess the security attributes of any information system and implement vastly improved security environments. Part I deliv

Security and Privacy Management, Techniques, and Protocols

Author : Maleh, Yassine
Publisher : IGI Global
ISBN 13 : 1522555846
Total Pages : 426 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Security and Privacy Management, Techniques, and Protocols by : Maleh, Yassine

Download or read book Security and Privacy Management, Techniques, and Protocols written by Maleh, Yassine and published by IGI Global. This book was released on 2018-04-06 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: The security of information and communication technology is a high priority for any organization. By examining the current problems and challenges this domain is facing, more efficient strategies can be established to safeguard personal information against invasive pressures. Security and Privacy Management, Techniques, and Protocols is a critical scholarly resource that examines emerging protocols and methods for effective management of information security at organizations. Featuring coverage on a broad range of topics such as cryptography, secure routing protocols, and wireless security, this book is geared towards academicians, engineers, IT specialists, researchers, and students seeking current research on security and privacy management.

Measuring and Managing Information Risk

Author : Jack Freund
Publisher : Butterworth-Heinemann
ISBN 13 : 0127999329
Total Pages : 408 pages
Book Rating : 4.1/5 (279 download)

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Book Synopsis Measuring and Managing Information Risk by : Jack Freund

Download or read book Measuring and Managing Information Risk written by Jack Freund and published by Butterworth-Heinemann. This book was released on 2014-08-23 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using the factor analysis of information risk (FAIR) methodology developed over ten years and adopted by corporations worldwide, Measuring and Managing Information Risk provides a proven and credible framework for understanding, measuring, and analyzing information risk of any size or complexity. Intended for organizations that need to either build a risk management program from the ground up or strengthen an existing one, this book provides a unique and fresh perspective on how to do a basic quantitative risk analysis. Covering such key areas as risk theory, risk calculation, scenario modeling, and communicating risk within the organization, Measuring and Managing Information Risk helps managers make better business decisions by understanding their organizational risk. Uses factor analysis of information risk (FAIR) as a methodology for measuring and managing risk in any organization. Carefully balances theory with practical applicability and relevant stories of successful implementation. Includes examples from a wide variety of businesses and situations presented in an accessible writing style.

Security Metrics Management

Author : Gerald L. Kovacich
Publisher : Butterworth-Heinemann
ISBN 13 : 0750678992
Total Pages : 354 pages
Book Rating : 4.7/5 (56 download)

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Book Synopsis Security Metrics Management by : Gerald L. Kovacich

Download or read book Security Metrics Management written by Gerald L. Kovacich and published by Butterworth-Heinemann. This book was released on 2006 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides guidance on measuring the costs, successes and failures of asset protection and security programs.

It Security Metrics

Author : Hayden
Publisher : Tata McGraw-Hill Education
ISBN 13 : 9780071070904
Total Pages : 0 pages
Book Rating : 4.0/5 (79 download)

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Book Synopsis It Security Metrics by : Hayden

Download or read book It Security Metrics written by Hayden and published by Tata McGraw-Hill Education. This book was released on 2010-08-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: About the Book : - IT Security Metrics provides a comprehensive approach to measuring risks, threats, operational activities, and the effectiveness of data protection in your organization. The book explains how to choose and design effective measurement strategies and addresses the data requirements of those strategies. The Security Process Management Framework is introduced and analytical strategies for security metrics data are discussed. You'll learn how to take a security metrics program and adapt it to a variety of organizational contexts to achieve continuous security improvement over time. Real-world examples of security measurement projects are included in this definitive guide. Define security metrics as a manageable amount of usable data Design effective security metrics Understand quantitative and qualitative data, data sources, and collection and normalization methods Implement a programmatic approach to security using the Security Process Management Framework. Analyze security metrics data using quantitative and qualitative methods Design a security measurement project for operational analysis of security metrics Measure security operations, compliance, cost and value, and people, organizations, and culture Manage groups of security measurement projects using the Security Improvement Program Apply organizational learning methods to security metricsLance Hayden, Ph.D. works for Cisco Systems, developing and managing security consulting services and contributing to new security product initiatives.