Artificial Intelligence (AI) is becoming a phrase everywhere these days (Bridgwater 2018). You hear about AI on the television, radio, and the Internet. Security has been a topic in everyone’s mind, and lack of security hurts organizations and individuals in the corporate world as well as domestically. Let us recap important reminders that will benefit all walks of life.
Security issues are not fun to experience. Organizations that have endured these predicaments do not take them lightly. Organizations should focus on security to avoid the negative impacts that come with security issues. Mitigations can be conducted in order to help with security issues.
It is important that security issues are identified early to minimize the impact of damages or fatal situation and there are many resources available. Security management is required to safely manage the situation. Data must be carefully collected; this may mean going through checklists to ensure appropriate questions are answered and that appropriate steps are taken based on those answers. This may include capturing historical data on security issues. Once accurate data are collected, the next step is to analyze the data carefully and accurately. Captured data may help predict the future security issues. This approach may help salvage nasty situations that can be damaging and expensive to the individual or organization.
Security issues come in many forms. Careful analysis will provide accurate direction for how to deal with each issue. AI has been chosen to provide the directions; however, data sources and quality of the data are crucial in every way. This book has provided various use cases that organizations can relate to. Organizations can utilize use cases to properly strategize the route to take. This leads to organizations defining, analyzing, monitoring, controlling, and mitigating risks and security.
Data science, data analytics, and machine learning (ML) algorithms are used to analyze data well that can ultimately help determine corrective actions. AI can carry out all the necessary determinations. Machines can learn from previous human experiences to enable continuous learning from new sets of input data based on the development of mathematical algorithms that led to the creation of ML. Complete AI system development is illustrated from data collection and shows how security data are processed with recommendations. Data collection and development offer the reader an understanding of how to tackle use cases such as AI, risk, and security in an organization. AI produces effective and dramatic results in business, and helps organizations improve security management skills.
Security has become important everywhere because of the large volume of data, different velocities, and variety of data stemming from various sources. This is illustrated and supported with case studies. Security concerns are growing bigger and more frequent with any amount of negative impact, and an undetermined positive security can hurt organizations when it comes to business opportunities, leading to loss of revenue. The range and breadth of security creates havoc everywhere in the world, and on a variety of projects. The importance of security management in organizations is shown in many sections of the book. The harm of security, without appropriate management and using the correct tools, can be devastating.
A lot of attention is given to problem statements with appropriate use cases and proposals of AI solutions using data science and ML. The comprehensive description of AI, risk, and security provides concrete answers to crucial questions that many organizations are struggling with: Where are these risks and what can be done to lower the impacts? Is AI part of the answer to security mitigation? Through answering these questions, organizations and individuals will gain a lot of knowledge and experiences.
This book can be used as a guide for organizations that are willing to create their own AI systems for security. Additionally, the reader can look at Bizstats.ai for more guidance. Numerous customized AI design tools are available at Bizstats.ai. The reader should feel free to contact Bizstats.ai should they need training on the tools used in the implementation of the AI.