Examines the design and use of Intrusion Detection Systems (IDS) to secure Supervisory Control and Data Acquisition (SCADA) systems Cyber-attacks on SCADA systems—the control system architecture that uses computers, networked data communications, and graphical user interfaces for high-level process supervisory management—can lead to costly financial consequences or even result in loss of life. Minimizing potential risks and responding to malicious actions requires innovative approaches for monitoring SCADA systems and protecting them from targeted attacks. SCADA Security: Machine Learning Concepts for Intrusion Detection and Prevention is designed to help security and networking professionals develop and deploy accurate and effective Intrusion Detection Systems (IDS) for SCADA systems that leverage autonomous machine learning. Providing expert insights, practical advice, and up-to-date coverage of developments in SCADA security, this authoritative guide presents a new approach for efficient unsupervised IDS driven by SCADA-specific data. Organized into eight in-depth chapters, the text first discusses how traditional IT attacks can also be possible against SCADA, and describes essential SCADA concepts, systems, architectures, and main components. Following chapters introduce various SCADA security frameworks and approaches, including evaluating security with virtualization-based SCADAVT, using SDAD to extract proximity-based detection, finding a global and efficient anomaly threshold with GATUD, and more. This important book: Provides diverse perspectives on establishing an efficient IDS approach that can be implemented in SCADA systems Describes the relationship between main components and three generations of SCADA systems Explains the classification of a SCADA IDS based on its architecture and implementation Surveys the current literature in the field and suggests possible directions for future research SCADA Security: Machine Learning Concepts for Intrusion Detection and Prevention is a must-read for all SCADA security and networking researchers, engineers, system architects, developers, managers, lecturers, and other SCADA security industry practitioners.
Grab your very own crystal ball for the 2021 financial markets The 2021 Stock Trader’s Almanac is your shortcut to understanding the cycles, trends, and patterns that will define stock trading in 2021. Based on strategies that have outperformed the S&P 500 by over 325% since 2001, the Almanac offers you proven and proprietary trading strategies, including Hirsch Holdings’ “Best Six Months Switching Strategy,” the January Barometer, the Four-Year Presidential Election/Stock Market Cycle, and top Sector Seasonalities. The Almanac has been trusted by Barron’s , the Wall Street Journal , the New York Times , and countless men and women alike since 1968. Organized in calendar format to keep you on top of upcoming opportunities you can’t afford to miss, this book will demonstrate each day why it’s relied upon by top traders, investors, and money managers. Perfect for stock trading novices, seasoned market pros, and those who have yet to dip their toe into the lucrative world of stock trading, the 2021 Stock Trader’s Almanac is your ticket to a successful 2021.
Learn to speak fluent finance—and ace your exams! Warren Buffett said that “accounting is the language of business.’’ And for many accounting and business students, the obscure terminology of finance makes fluency hard to achieve. Financial Accounting For Dummies can help to demystify abstract concepts in a straightforward, friendly way. With step-by-step examples and real-world scenarios practice, it helps you grasp the fundamentals of finance until you’re ready to interpret, analyze, and evaluate corporate financial statements like you’ve been doing it all your life. Packed with easy-to-understand examples, this book takes you from the big three financial statements all the way through to income taxes. Or join the anti-fraud squad by discovering how to spot the ten most common accounting shenanigans. Grasp introductory financial accounting course material Explore common concepts financial professionals use to compile reports Understand mergers and acquisitions, free cash flow, and statement analysis Know the ten industries with special accounting standards Whether you’re studying for your bachelor’s, MBA, or MAcc, you’ll find everything you need to speak the language of finance like a native—and use it to get to wherever you want to go!
Electrical and instrumentation engineering is changing rapidly, and it is important for the veteran engineer in the field not only to have a valuable and reliable reference work which he or she can consult for basic concepts, but also to be up to date on any changes to basic equipment or processes that might have occurred in the field. Covering all of the basic concepts, from three-phase power supply and its various types of connection and conversion, to power equation and discussions of the protection of power system, to transformers, voltage regulation, and many other concepts, this volume is the one-stop, «go to» for all of the engineer's questions on basic electrical and instrumentation engineering. There are chapters covering the construction and working principle of the DC machine, all varieties of motors, fundamental concepts and operating principles of measuring, and instrumentation, both from a «high end» point of view and the point of view of developing countries, emphasizing low-cost methods. A valuable reference for engineers, scientists, chemists, and students, this volume is applicable to many different fields, across many different industries, at all levels. It is a must-have for any library.