Adaptive Autonomous Secure Cyber Systems

Adaptive Autonomous Secure Cyber Systems

English | PDF | 2020 | 291 Pages | ISBN : 3030334317 | 6.59 MB

This book explores fundamental scientific problems essential for autonomous cyber defense. Specific areas include:
Game and control theory-based moving target defenses (MTDs) and adaptive cyber defenses (ACDs) for fully autonomous cyber operations;

The extent to which autonomous cyber systems can be designed and operated in a framework that is significantly different from the human-based systems we now operate;

On-line learning algorithms, including deep recurrent networks and reinforcement learning, for the kinds of situation awareness and decisions that autonomous cyber systems will require;

Human understanding and control of highly distributed autonomous cyber defenses;

Quantitative performance metrics for the above so that autonomous cyber defensive agents can reason about the situation and appropriate responses as well as allowing humans to assess and improve the autonomous system.

This book establishes scientific foundations for adaptive autonomous cyber systems and ultimately brings about a more secure and reliable Internet. The recent advances in adaptive cyber defense (ACD) have developed a range of new ACD techniques and methodologies for reasoning in an adaptive environment.
Autonomy in physical and cyber systems promises to revolutionize cyber operations. The ability of autonomous systems to execute at scales, scopes, and tempos exceeding those of humans and human-controlled systems will introduce entirely new types of cyber defense strategies and tactics, especially in highly contested physical and cyber environments. The development and automation of cyber strategies that are responsive to autonomous adversaries pose basic new technical challenges for cyber-security.
This book targets cyber-security professionals and researchers (industry, governments, and military). Advanced-level students in computer science and information systems will also find this book useful as a secondary textbook.


[Fast Download] Adaptive Autonomous Secure Cyber Systems

Related eBooks:
Ultra Wideband Systems with MIMO
Data Science
AI Technology for Underwater Robots
Innovative Data Communication Technologies and Application
Digital Libraries: The Era of Big Data and Data Science
The Stability of Society
Computational Intelligence and Intelligent Systems
LTE Optimization Engineering Handbook
Network Geeks How They Built the Internet
Spectrum Trading in Multi-Hop Cognitive Radio Networks
Whole Body Interaction with Public Displays (T-Labs Series in Telecommunication Services)
Big Data, Cloud and Applications: Third International Conference, BDCA 2018, Kenitra, Morocco, April
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.