Computational Red Teaming

Risk Analytics of Big-Data-to-Decisions Intelligent Systems

Nonfiction, Science & Nature, Technology, Telecommunications, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Computational Red Teaming by Hussein A. Abbass, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Hussein A. Abbass ISBN: 9783319082813
Publisher: Springer International Publishing Publication: October 30, 2014
Imprint: Springer Language: English
Author: Hussein A. Abbass
ISBN: 9783319082813
Publisher: Springer International Publishing
Publication: October 30, 2014
Imprint: Springer
Language: English

Written to bridge the information needs of management and computational scientists, this book presents the first comprehensive treatment of Computational Red Teaming (CRT).  The author describes an analytics environment that blends human reasoning and computational modeling to design risk-aware and evidence-based smart decision making systems. He presents the Shadow CRT Machine, which shadows the operations of an actual system to think with decision makers, challenge threats, and design remedies. This is the first book to generalize red teaming (RT) outside the military and security domains and it offers coverage of RT principles, practical and ethical guidelines.

The author utilizes Gilbert’s principles for introducing a science. Simplicity: where the book follows a special style to make it accessible to a wide range of  readers. Coherence:  where only necessary elements from experimentation, optimization, simulation, data mining, big data, cognitive information processing, and system thinking are blended together systematically to present CRT as the science of Risk Analytics and Challenge Analytics. Utility: where the author draws on a wide range of examples, ranging from job interviews to Cyber operations, before presenting three case studies from air traffic control technologies, human behavior, and complex socio-technical systems involving real-time mining and integration of human brain data in the decision making environment. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Written to bridge the information needs of management and computational scientists, this book presents the first comprehensive treatment of Computational Red Teaming (CRT).  The author describes an analytics environment that blends human reasoning and computational modeling to design risk-aware and evidence-based smart decision making systems. He presents the Shadow CRT Machine, which shadows the operations of an actual system to think with decision makers, challenge threats, and design remedies. This is the first book to generalize red teaming (RT) outside the military and security domains and it offers coverage of RT principles, practical and ethical guidelines.

The author utilizes Gilbert’s principles for introducing a science. Simplicity: where the book follows a special style to make it accessible to a wide range of  readers. Coherence:  where only necessary elements from experimentation, optimization, simulation, data mining, big data, cognitive information processing, and system thinking are blended together systematically to present CRT as the science of Risk Analytics and Challenge Analytics. Utility: where the author draws on a wide range of examples, ranging from job interviews to Cyber operations, before presenting three case studies from air traffic control technologies, human behavior, and complex socio-technical systems involving real-time mining and integration of human brain data in the decision making environment. 

More books from Springer International Publishing

Cover of the book Extremophiles: Applications in Nanotechnology by Hussein A. Abbass
Cover of the book Emerging Methods in Family Research by Hussein A. Abbass
Cover of the book The Impact of Education in South Asia by Hussein A. Abbass
Cover of the book Evolving Narratives of Hazard and Risk by Hussein A. Abbass
Cover of the book Carbon Quantum Dots by Hussein A. Abbass
Cover of the book Marion and Derrida on The Gift and Desire: Debating the Generosity of Things by Hussein A. Abbass
Cover of the book Towards Autonomous Robotic Systems by Hussein A. Abbass
Cover of the book Reversible Computation by Hussein A. Abbass
Cover of the book The Structure and Evolution of the Sun by Hussein A. Abbass
Cover of the book Blade-Pitch Control for Wind Turbine Load Reductions by Hussein A. Abbass
Cover of the book Nonlinear and Nonequilibrium Dynamics of Quantum-Dot Optoelectronic Devices by Hussein A. Abbass
Cover of the book Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction by Hussein A. Abbass
Cover of the book Biobanking of Human Biospecimens by Hussein A. Abbass
Cover of the book Dimensional Corporate Governance by Hussein A. Abbass
Cover of the book Computing and Combinatorics by Hussein A. Abbass
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy