Data-Centric Safety presents core concepts and principles of system safety management, and then guides the reader through the application of these techniques and measures to Data-Centric Systems (DCS). The authors have compiled their decades of experience in industry and academia to provide guidance on the management of safety risk. Data Safety has become increasingly important as many solutions depend on data for their correct and safe operation and assurance. The book's content covers the definition and use of data. It recognises that data is frequently used as the basis of operational decisions and that DCS are often used to reduce user oversight. This data is often invisible, hidden. DCS analysis is based on a Data Safety Model (DSM). The DSM provides the basis for a toolkit leading to improvement recommendations. It also discusses operation and oversight of DCS and the organisations that use them. The content covers incident management, providing an outline for incident response. Incident investigation is explored to address evidence collection and management.Current standards do not adequately address how to manage data (and the errors it may contain) and this leads to incidents, possibly loss of life. The DSM toolset is based on Interface Agreements to create soft boundaries to help engineers facilitate proportionate analysis, rationalisation and management of data safety. Data-Centric Safety is ideal for engineers who are working in the field of data safety management.This book will help developers and safety engineers to: - Determine what data can be used in safety systems, and what it can be used for - Verify that the data being used is appropriate and has the right characteristics, illustrated through a set of application areas - Engineer their systems to ensure they are robust to data errors and failures

How do we Improve Data-centric security service perception, and satisfaction? When was the Data-centric security start date? What tools do you use once you have decided on a Data-centric security strategy and more importantly how do you choose? What other areas of the organization might benefit from the Data-centric security team's improvements, knowledge, and learning? How do we go about Securing Data-centric security? This valuable Data-centric security self-assessment will make you the principal Data-centric security domain standout by revealing just what you need to know to be fluent and ready for any Data-centric security challenge. How do I reduce the effort in the Data-centric security work to be done to get problems solved? How can I ensure that plans of action include every Data-centric security task and that every Data-centric security outcome is in place? How will I save time investigating strategic and tactical options and ensuring Data-centric security opportunity costs are low? How can I deliver tailored Data-centric security advise instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Data-centric security essentials are covered, from every angle: the Data-centric security self-assessment shows succinctly and clearly that what needs to be clarified to organize the business/project activities and processes so that Data-centric security outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Data-centric security practitioners. Their mastery, combined with the uncommon elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Data-centric security are maximized with professional results. Your purchase includes access to the $249 value Data-centric security self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.

How do we Improve Data-centric security service perception, and satisfaction? When was the Data-centric security start date? What tools do you use once you have decided on a Data-centric security strategy and more importantly how do you choose? What other areas of the organization might benefit from the Data-centric security team's improvements, knowledge, and learning? How do we go about Securing Data-centric security? This valuable Data-centric security self-assessment will make you the principal Data-centric security domain standout by revealing just what you need to know to be fluent and ready for any Data-centric security challenge. How do I reduce the effort in the Data-centric security work to be done to get problems solved? How can I ensure that plans of action include every Data-centric security task and that every Data-centric security outcome is in place? How will I save time investigating strategic and tactical options and ensuring Data-centric security opportunity costs are low? How can I deliver tailored Data-centric security advise instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Data-centric security essentials are covered, from every angle: the Data-centric security self-assessment shows succinctly and clearly that what needs to be clarified to organize the business/project activities and processes so that Data-centric security outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Data-centric security practitioners. Their mastery, combined with the uncommon elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Data-centric security are maximized with professional results. Your purchase includes access to the $249 value Data-centric security self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. Your exclusive instant access details can be found in your book.

A guide to applying data-centric security concepts for securing enterprise data to enable an agile enterprise.

Data Centric Security A Complete Guide - 2021 Edition.

Defining, designing, creating, and implementing a process to solve a challenge or meet an objective is the most valuable role... In EVERY group, company, organization and department. Unless you are talking a one-time, single-use project, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' This Self-Assessment empowers people to do just that - whether their title is entrepreneur, manager, consultant, (Vice-)President, CxO etc... - they are the people who rule the future. They are the person who asks the right questions to make Data Centric Security investments work better. This Data Centric Security All-Inclusive Self-Assessment enables You to be that person. All the tools you need to an in-depth Data Centric Security Self-Assessment. Featuring 953 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Data Centric Security improvements can be made. In using the questions you will be better able to: - diagnose Data Centric Security projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Data Centric Security and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Data Centric Security Scorecard, you will develop a clear picture of which Data Centric Security areas need attention. Your purchase includes access details to the Data Centric Security self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Data Centric Security Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

This book addresses the key security challenges in the big data centric computing and network systems, and discusses how to tackle them using a mix of conventional and state-of-the-art techniques. The incentive for joining big data and advanced analytics is no longer in doubt for businesses and ordinary users alike. Technology giants like Google, Microsoft, Amazon, Facebook, Apple, and companies like Uber, Airbnb, NVIDIA, Expedia, and so forth are continuing to explore new ways to collect and analyze big data to provide their customers with interactive services and new experiences. With any discussion of big data, security is not, however, far behind. Large scale data breaches and privacy leaks at governmental and financial institutions, social platforms, power grids, and so forth, are on the rise that cost billions of dollars. The book explains how the security needs and implementations are inherently different at different stages of the big data centric system, namely at the point of big data sensing and collection, delivery over existing networks, and analytics at the data centers. Thus, the book sheds light on how conventional security provisioning techniques like authentication and encryption need to scale well with all the stages of the big data centric system to effectively combat security threats and vulnerabilities. The book also uncovers the state-of-the-art technologies like deep learning and blockchain which can dramatically change the security landscape in the big data era.