Data Risk
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Data Risk Management Essentials To Implement An Enterprise Control Environment
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Author : Tejasvi Addagada
language : en
Publisher: Blue Rose Publishers
Release Date : 2022-07-08
Data Risk Management Essentials To Implement An Enterprise Control Environment written by Tejasvi Addagada and has been published by Blue Rose Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-08 with Education categories.
About the book (in English for listing the book on online portals in 100-150 words): You must hear this often if you manage any kind of risk - risk and value go together. And that's true, of course for data! Both data and its infrastructure must be managed for their benefits and risks. The purpose of the book is to elaborate on this need to formalize data risk management. Today, regulations drive enterprises to assess data related risks. Prioritizing and managing data associated with financial or operational risk has been the corner-stone of most regulations like BCBS, CCAR, GDPR to name a few. Nevertheless, data risks can extend beyond regulations to improve existing control environments in companies. By doing so, we will maximize the potential of data capabilities to reach 100%. Through structural alignment within the board and formalizing a data-risk function, the book focuses on managing data risks. Furthermore, the book explains quantitative and qualitative approaches to data risk assessments along with popular tools and techniques. Also, Tejasvi discusses a proven approach to managing data risks called capability-based assessment. As a technique, this can also be applied to data risk planning and formulating a data risk strategy. Twenty data risks and privacy risks are provided in this book by way of examples. These are accompanied by details such as a risk statements, scenarios, causes, and categories of impact if the data risks are to manifest
The Risk Based Approach To Data Protection
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Author : Raphaël Gellert
language : en
Publisher: Oxford University Press, USA
Release Date : 2020-10-06
The Risk Based Approach To Data Protection written by Raphaël Gellert and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-06 with Law categories.
The concept of a risk-based approach to data protection came to the fore during the overhaul process of the EU's General Data Protection Regulation (GDPR). At its core, it consists of endowing the regulated organizations that process personal data with increased responsibility for complying with data protection mandates. Such increased compliance duties are performed through risk management tools. This book provides a comprehensive analysis of this legal and policy development, which considers a legal, historical, and theoretical perspective. By framing the risk-based approach as a sui generis implementation of a specific regulation model known as meta regulation, this book provides a recollection of the policy developments that led to the adoption of the risk-based approach in light of regulation theory and debates. It also discusses a number of salient issues pertaining to the risk-based approach, such as its rationale, scope, and meaning; the role for regulators; and its potential and limits. The book also looks at they way it has been undertaken in major statutes with a focus on key provisions, such as data protection impact assessments or accountability. Finally, the book devotes considerable attention to the notion of risk. It explains key terms such as risk assessment and management. It discusses in-depth the role of harms in data protection, the meaning of a data protection risk, and the difference between risks and harms. It also critically analyses prevalent data protection risk management methodologies and explains the most important caveats for managing data protection risks.
Handbook Of Financial Data And Risk Information Ii
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Author : Margarita S. Brose
language : en
Publisher: Cambridge University Press
Release Date : 2014-01-09
Handbook Of Financial Data And Risk Information Ii written by Margarita S. Brose and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-09 with Business & Economics categories.
A comprehensive resource for understanding the issues involved in collecting, measuring and managing data in the financial services industry.
Privacy Risk Analysis
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Author : Sourya Joyee De
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2016-09-06
Privacy Risk Analysis written by Sourya Joyee De and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-06 with Computers categories.
Privacy Risk Analysis fills a gap in the existing literature by providing an introduction to the basic notions, requirements, and main steps of conducting a privacy risk analysis. The deployment of new information technologies can lead to significant privacy risks and a privacy impact assessment should be conducted before designing a product or system that processes personal data. However, if existing privacy impact assessment frameworks and guidelines provide a good deal of details on organizational aspects (including budget allocation, resource allocation, stakeholder consultation, etc.), they are much vaguer on the technical part, in particular on the actual risk assessment task. For privacy impact assessments to keep up their promises and really play a decisive role in enhancing privacy protection, they should be more precise with regard to these technical aspects. This book is an excellent resource for anyone developing and/or currently running a risk analysis as it defines the notions of personal data, stakeholders, risk sources, feared events, and privacy harms all while showing how these notions are used in the risk analysis process. It includes a running smart grids example to illustrate all the notions discussed in the book.
The New Data Imperative
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Author : Raj Nathan
language : en
Publisher: Easton Studio Press, LLC
Release Date : 2009-06-30
The New Data Imperative written by Raj Nathan and has been published by Easton Studio Press, LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-30 with Business & Economics categories.
Effective capital and financial risk management now requires that information flows no longer be handled independently in business unit silos; they must be unified for use in front, middle and back offices and to aid compliance with internal controls and regulatory demands. Drawing on their individual and corporate experience at the leading edge of IT developments, three of Sybase's senior IT executives offer a lucid analysis of IT needs in the rapidly changing capital markets. They show how innovative IT capabilities and architectures can strengthen risk management and establish a foundation for new and sustained capital markets growth.
Data Protection
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Author : David G. Hill
language : en
Publisher: CRC Press
Release Date : 2016-04-19
Data Protection written by David G. Hill and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Business & Economics categories.
Failure to appreciate the full dimensions of data protection can lead to poor data protection management, costly resource allocation issues, and exposure to unnecessary risks. Data Protection: Governance, Risk Management, and Compliance explains how to gain a handle on the vital aspects of data protection.The author begins by building the foundatio
Total Information Risk Management
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Author : Alexander Borek
language : en
Publisher: Newnes
Release Date : 2013-08-30
Total Information Risk Management written by Alexander Borek and has been published by Newnes this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-30 with Computers categories.
How well does your organization manage the risks associated with information quality? Managing information risk is becoming a top priority on the organizational agenda. The increasing sophistication of IT capabilities along with the constantly changing dynamics of global competition are forcing businesses to make use of their information more effectively. Information is becoming a core resource and asset for all organizations; however, it also brings many potential risks to an organization, from strategic, operational, financial, compliance, and environmental to societal. If you continue to struggle to understand and measure how information and its quality affects your business, this book is for you. This reference is in direct response to the new challenges that all managers have to face. Our process helps your organization to understand the "pain points" regarding poor data and information quality so you can concentrate on problems that have a high impact on core business objectives. This book provides you with all the fundamental concepts, guidelines and tools to ensure core business information is identified, protected and used effectively, and written in a language that is clear and easy to understand for non-technical managers. Shows how to manage information risk using a holistic approach by examining information from all sources Offers varied perspectives of an author team that brings together academics, practitioners and researchers (both technical and managerial) to provide a comprehensive guide Provides real-life case studies with practical insight into the management of information risk and offers a basis for broader discussion among managers and practitioners
The Book Of Alternative Data
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Author : Alexander Denev
language : en
Publisher: John Wiley & Sons
Release Date : 2020-07-21
The Book Of Alternative Data written by Alexander Denev and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-21 with Business & Economics categories.
The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.
An Insider S Guide To A Career In Data Risk Management
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Author : Sean Steele
language : en
Publisher:
Release Date : 2022-07
An Insider S Guide To A Career In Data Risk Management written by Sean Steele and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07 with categories.
Would you accept not knowing how much money you had in the bank? Or which of your employees has a criminal record? How about not having a handle on your firm's reputational problems, pending lawsuits, aggressive competitors, or looming disasters?Sounds like a terrible idea, right? Who would accept those risks?But that's exactly where we stand with our near-priceless data assets: largely unaware of and almost completely unprepared for the risks we face to our information, every day, from both inside and outside our organizations.It's time we understood, protected, and managed our data -- which is now more valuable than oil or gold -- and its inherent risks -- with the same urgency that we apply to capital risks, human resources risks, competitive risks, and operational risks.In this ground-breaking new book, authors Sean Steele and Ryan Dobbins -- longtime data security consultants to some of the largest data-driven companies -- issue a direct challenge, a call-to-arms, tackling the brave new world of data risk management, and what it means to practitioners, regulators, executives, engineers, policy makers, career changers, consultants, analysts, and students at any stage in their professional journey."The Insider's Guide to a Career in Data Risk Management" is a tour behind the scenes, equal parts historical review, organizational tell-all, and professional how-to for those seeking to build, grow, and deepen their understanding of unstructured data, and its attendant security, governance, privacy, classification, and protection risks and opportunities.The rise of the General Data Protection Regulation (GDPR) in the EU, as well as state-level data privacy and security laws in the US (like CPRA), have put significant weight behind managing ever-evolving data risks to enterprises, public sector entities, consumers, and citizens. Every member of the Board, and every C-Suite executive, from the Chief Information Officer (CIO), to the Data Protection Officer (DPO), the Chief Information Security Officer (CISO), Chief Privacy Officer (CPO), Chief Data Officer (CDO), and Chief Legal Officer (CLO) -- even the CEO and COO -- must be informed, educated, and ready to support a strong, comprehensive data risk management program.
Why Don T We Defend Better
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Author : Robert H. Sloan
language : en
Publisher: CRC Press
Release Date : 2019-07-05
Why Don T We Defend Better written by Robert H. Sloan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-05 with Computers categories.
The wave of data breaches raises two pressing questions: Why don’t we defend our networks better? And, what practical incentives can we create to improve our defenses? Why Don't We Defend Better?: Data Breaches, Risk Management, and Public Policy answers those questions. It distinguishes three technical sources of data breaches corresponding to three types of vulnerabilities: software, human, and network. It discusses two risk management goals: business and consumer. The authors propose mandatory anonymous reporting of information as an essential step toward better defense, as well as a general reporting requirement. They also provide a systematic overview of data breach defense, combining technological and public policy considerations. Features Explains why data breach defense is currently often ineffective Shows how to respond to the increasing frequency of data breaches Combines the issues of technology, business and risk management, and legal liability Discusses the different issues faced by large versus small and medium-sized businesses (SMBs) Provides a practical framework in which public policy issues about data breaches can be effectively addressed
