By Hussein A. Abbass

Written to bridge the knowledge wishes of administration and computational scientists, this publication offers the 1st complete remedy of Computational crimson Teaming (CRT). the writer describes an analytics surroundings that blends human reasoning and computational modeling to layout risk-aware and evidence-based smart move making platforms. He provides the Shadow CRT computer, which shadows the operations of a precise method to imagine with determination makers, problem threats, and layout treatments. this can be the 1st publication to generalize pink teaming (RT) outdoors the army and protection domain names and it bargains assurance of RT ideas, useful and moral guidance.

The writer makes use of Gilbert’s rules for introducing a technological know-how. Simplicity: the place the e-book follows a different sort to make it available to quite a lot of readers. Coherence: the place basically worthwhile parts from experimentation, optimization, simulation, information mining, giant info, cognitive details processing, and approach pondering are combined jointly systematically to give CRT because the technological know-how of hazard Analytics and problem Analytics. application: the place the writer attracts on quite a lot of examples, starting from task interviews to Cyber operations, prior to providing 3 case reviews from air site visitors keep an eye on applied sciences, human habit, and complicated socio-technical platforms related to real-time mining and integration of human mind info within the choice making surroundings.

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Additional info for Computational Red Teaming: Risk Analytics of Big-Data-to-Decisions Intelligent Systems

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5 Steps for Setting Up RT Exercises 19 wireless-communication device. As the participants become more embodied and situated in the exercise, this type of wireless communication becomes an integral part of their working environment. What is often missed in the scenario above is that becoming accustomed to one form of communication may de-skill people in another form of communication. For example, to train air traffic controllers to trust and use a new tool within the air traffic control interface which automatically calculates distances, they may need to unlearn the behavior of calculating distances themselves.

However, such a level of basic knowledge is not sufficient. In this situation, the culture of branch managers is not something only to know; it needs to be lived. The concept of embodiment is critical for RT. Back to the proverb of the ant. One can notice how the ant behaves. 3 Success Factors of Red Teams 13 ant. These theories can even be validated to demonstrate that they truly reflect the manner in which the ant behaves. However, if human nature can be revealed with exactness, psychologists would have been replaced with pure engineers.

Analysts in risk management understand that risk cannot be minimized per se. Instead, it is mitigated: its negative impact is steered away from the system, or the system is reshaped to transform a negative impact into a positive one. For example, let us assume a person is working as a police officer, and is expecting that in a couple of years, they will receive a promotion, which will mean they leave the space of action and take a back seat in the office. For this person, such change might constitute a negative risk.

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