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Adversarial and Uncertain Reasoning for Adaptive Cyber Defense

- Control- and Game-Theoretic Approaches to Cyber Security
Engelsk Paperback

Adversarial and Uncertain Reasoning for Adaptive Cyber Defense

- Control- and Game-Theoretic Approaches to Cyber Security
Engelsk Paperback
Tjek vores konkurrenters priser

Today''s cyber defenses are largely static allowing adversaries to pre-plan their attacks. In response to this situation, researchers have started to investigate various methods that make networked information systems less homogeneous and less predictable by engineering systems that have homogeneous functionalities but randomized manifestations.

The 10 papers included in this State-of-the Art Survey present recent advances made by a large team of researchers working on the same US Department of Defense Multidisciplinary University Research Initiative (MURI) project during 2013-2019. This project has developed a new class of technologies called Adaptive Cyber Defense (ACD) by building on two active but heretofore separate research areas: Adaptation Techniques (AT) and Adversarial Reasoning (AR). AT methods introduce diversity and uncertainty into networks, applications, and hosts. AR combines machine learning, behavioral science, operations research, control theory, and game theory to address the goal of computing effective strategies in dynamic, adversarial environments.

 

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Today''s cyber defenses are largely static allowing adversaries to pre-plan their attacks. In response to this situation, researchers have started to investigate various methods that make networked information systems less homogeneous and less predictable by engineering systems that have homogeneous functionalities but randomized manifestations.

The 10 papers included in this State-of-the Art Survey present recent advances made by a large team of researchers working on the same US Department of Defense Multidisciplinary University Research Initiative (MURI) project during 2013-2019. This project has developed a new class of technologies called Adaptive Cyber Defense (ACD) by building on two active but heretofore separate research areas: Adaptation Techniques (AT) and Adversarial Reasoning (AR). AT methods introduce diversity and uncertainty into networks, applications, and hosts. AR combines machine learning, behavioral science, operations research, control theory, and game theory to address the goal of computing effective strategies in dynamic, adversarial environments.

 

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 263
ISBN-13: 9783030307189
Indbinding: Paperback
Udgave:
ISBN-10: 3030307182
Kategori: Matematik til informatikfag
Udg. Dato: 2 sep 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 2 sep 2019
Forfatter(e):
Forfatter(e)

Kategori Matematik til informatikfag

ISBN-13 9783030307189

Sprog Engelsk

Indbinding Paperback

Sider 263

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 2 sep 2019

Oplagsdato 2 sep 2019

Forlag Springer Nature Switzerland AG

Kategori sammenhænge