國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁 到查詢結果 [ author_sort:"jajodia, sushil." ]

切換: 標籤 | MARC模式 | ISBD

Adversarial and uncertain reasoning ...

Jajodia, Sushil.

Adversarial and uncertain reasoning for adaptive cyber defensecontrol- and game-theoretic approaches to cyber security /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Adversarial and uncertain reasoning for adaptive cyber defenseedited by Sushil Jajodia ... [et al.].
其他題名:	control- and game-theoretic approaches to cyber security /
其他作者:	Jajodia, Sushil.
出版者:	Cham :Springer International Publishing :2019.
面頁冊數:	vii, 263 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Cyber intelligence (Computer security)Congresses.
電子資源:	https://doi.org/10.1007/978-3-030-30719-6
ISBN:	9783030307196$q(electronic bk.)

Adversarial and uncertain reasoning for adaptive cyber defensecontrol- and game-theoretic approaches to cyber security /
Adversarial and uncertain reasoning for adaptive cyber defensecontrol- and game-theoretic approaches to cyber security /[electronic resource] :edited by Sushil Jajodia ... [et al.]. - Cham :Springer International Publishing :2019. - vii, 263 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,118300302-9743 ;. - Lecture notes in computer science ;4891..

Overview of Control and Game Theory in Adaptive Cyber-Defenses -- Control Theoretic Approaches to Cyber-Security -- Game-Theoretic Approaches to Cyber-Security: Issues and Challenges and Results -- Reinforcement Learning for Adaptive Cyber Defense against Zero-day Attacks -- Moving Target Defense Quantification -- Empirical Game-Theoretic Methods for Adaptive Cyber-Defense -- MTD Techniques for Memory Protection against Zero-Day Attacks -- Adaptive Cyber Defenses for Botnet Detection and Mitigation -- Optimizing Alert Data Management Processes at a Cyber Security Operations Center -- Online and Scalable Adaptive Cyber Defense.

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.

ISBN: 9783030307196$q(electronic bk.)

Standard No.: 10.1007/978-3-030-30719-6doiSubjects--Topical Terms:

695345
Cyber intelligence (Computer security)
--Congresses.

LC Class. No.: QA76.9.A25 / A38 2019

Dewey Class. No.: 005.8

Adversarial and uncertain reasoning for adaptive cyber defensecontrol- and game-theoretic approaches to cyber security /
LDR:02906nmm a2200349 a 4500 001 586772
003 DE-He213
005 20200701153657.0
006 m d
007 cr nn 008maaau
008 210326s2019 sz s 0 eng d
020 $a 9783030307196$q(electronic bk.)
020 $a 9783030307189$q(paper)
024 7 $a 10.1007/978-3-030-30719-6 $2 doi
035 $a 978-3-030-30719-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.A25 $b A38 2019
072 7 $a URH $2 bicssc
072 7 $a COM053000 $2 bisacsh
072 7 $a URH $2 thema
082 0 4 $a 005.8 $2 23
090 $a QA76.9.A25 $b A244 2019
245 0 0 $a Adversarial and uncertain reasoning for adaptive cyber defense $h [electronic resource] : $b control- and game-theoretic approaches to cyber security / $c edited by Sushil Jajodia ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a vii, 263 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 11830
490 1 $a Security and cryptology
505 0 $a Overview of Control and Game Theory in Adaptive Cyber-Defenses -- Control Theoretic Approaches to Cyber-Security -- Game-Theoretic Approaches to Cyber-Security: Issues and Challenges and Results -- Reinforcement Learning for Adaptive Cyber Defense against Zero-day Attacks -- Moving Target Defense Quantification -- Empirical Game-Theoretic Methods for Adaptive Cyber-Defense -- MTD Techniques for Memory Protection against Zero-Day Attacks -- Adaptive Cyber Defenses for Botnet Detection and Mitigation -- Optimizing Alert Data Management Processes at a Cyber Security Operations Center -- Online and Scalable Adaptive Cyber Defense.
520 $a 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.
650 0 $a Cyber intelligence (Computer security) $v Congresses. $3 695345
650 0 $a Machine learning. $3 188639
650 0 $a Control theory. $3 182248
650 1 4 $a Computer Crime. $3 833604
650 2 4 $a Computer Systems Organization and Communication Networks. $3 273709
650 2 4 $a Computing Milieux. $3 275270
650 2 4 $a Information Systems and Communication Service. $3 274025
650 2 4 $a Probability and Statistics in Computer Science. $3 274053
700 1 $a Jajodia, Sushil. $3 208043
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Security and cryptology. $3 822028
856 4 0 $u https://doi.org/10.1007/978-3-030-30719-6
950 $a Computer Science (SpringerNature-11645)