語系:
繁體中文
English
說明(常見問題)
圖資館首頁
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Information fusion in distributed se...
~
Abrardo, Andrea.
Information fusion in distributed sensor networks with Byzantines
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Information fusion in distributed sensor networks with Byzantinesby Andrea Abrardo ... [et al.].
其他作者:
Abrardo, Andrea.
出版者:
Singapore :Springer Singapore :2021.
面頁冊數:
xix, 109 p. :ill., digital ;24 cm.
Contained By:
Springer Nature eBook
標題:
Sensor networks.
電子資源:
https://doi.org/10.1007/978-981-32-9001-3
ISBN:
9789813290013$q(electronic bk.)
Information fusion in distributed sensor networks with Byzantines
Information fusion in distributed sensor networks with Byzantines
[electronic resource] /by Andrea Abrardo ... [et al.]. - Singapore :Springer Singapore :2021. - xix, 109 p. :ill., digital ;24 cm. - Signals and communication technology,1860-4862. - Signals and communication technology..
Introduction -- Preliminaries -- Security attacks and defenses in distributed sensor networks -- A Heuristic defense: A soft isolation algorithm for adversarial decision fusion -- Optimum decision fusion in the presence of Byzantines -- Nearly optimum decision fusion via message passing -- Decision fusion of hidden-Markov observations with synchronized attacks -- Decision fusion with unbalanced priors -- Decision fusion game with incomplete knowledge in a Bayesian setup -- Conclusions.
This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center and the Byzantines from a game-theoretic perspective. For each of the settings considered, the equilibria of the game and the corresponding payoffs are derived, shedding new light on the achievable performance level and the impact that the presence of the Byzantines has on the accuracy of decisions made by the Fusion Center. Accordingly, the book offers a simple yet effective introduction to the emerging field of adversarial information fusion, providing a wealth of intuitive take-home lessons for practitioners interested in applying the most basic notions to the design of practical systems, while at the same time introducing researchers and other readers to the mathematical details behind the theory.
ISBN: 9789813290013$q(electronic bk.)
Standard No.: 10.1007/978-981-32-9001-3doiSubjects--Topical Terms:
214195
Sensor networks.
LC Class. No.: TK7872.D48
Dewey Class. No.: 006.25
Information fusion in distributed sensor networks with Byzantines
LDR
:02431nmm a2200349 a 4500
001
594896
003
DE-He213
005
20200714174520.0
006
m d
007
cr nn 008maaau
008
211005s2021 si s 0 eng d
020
$a
9789813290013$q(electronic bk.)
020
$a
9789813290006$q(paper)
024
7
$a
10.1007/978-981-32-9001-3
$2
doi
035
$a
978-981-32-9001-3
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
TK7872.D48
072
7
$a
TTBM
$2
bicssc
072
7
$a
TEC008000
$2
bisacsh
072
7
$a
TTBM
$2
thema
072
7
$a
UYS
$2
thema
082
0 4
$a
006.25
$2
23
090
$a
TK7872.D48
$b
I43 2021
245
0 0
$a
Information fusion in distributed sensor networks with Byzantines
$h
[electronic resource] /
$c
by Andrea Abrardo ... [et al.].
260
$a
Singapore :
$b
Springer Singapore :
$b
Imprint: Springer,
$c
2021.
300
$a
xix, 109 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
Signals and communication technology,
$x
1860-4862
505
0
$a
Introduction -- Preliminaries -- Security attacks and defenses in distributed sensor networks -- A Heuristic defense: A soft isolation algorithm for adversarial decision fusion -- Optimum decision fusion in the presence of Byzantines -- Nearly optimum decision fusion via message passing -- Decision fusion of hidden-Markov observations with synchronized attacks -- Decision fusion with unbalanced priors -- Decision fusion game with incomplete knowledge in a Bayesian setup -- Conclusions.
520
$a
This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center and the Byzantines from a game-theoretic perspective. For each of the settings considered, the equilibria of the game and the corresponding payoffs are derived, shedding new light on the achievable performance level and the impact that the presence of the Byzantines has on the accuracy of decisions made by the Fusion Center. Accordingly, the book offers a simple yet effective introduction to the emerging field of adversarial information fusion, providing a wealth of intuitive take-home lessons for practitioners interested in applying the most basic notions to the design of practical systems, while at the same time introducing researchers and other readers to the mathematical details behind the theory.
650
0
$a
Sensor networks.
$3
214195
650
1 4
$a
Signal, Image and Speech Processing.
$3
273768
650
2 4
$a
Systems and Data Security.
$3
274481
650
2 4
$a
Security Science and Technology.
$3
510148
700
1
$a
Abrardo, Andrea.
$3
887027
710
2
$a
SpringerLink (Online service)
$3
273601
773
0
$t
Springer Nature eBook
830
0
$a
Signals and communication technology.
$3
557664
856
4 0
$u
https://doi.org/10.1007/978-981-32-9001-3
950
$a
Engineering (SpringerNature-11647)
筆 0 讀者評論
全部
電子館藏
館藏
1 筆 • 頁數 1 •
1
條碼號
館藏地
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
000000195041
電子館藏
1圖書
電子書
EB TK7872.D48 I43 2021 2021
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
多媒體檔案
https://doi.org/10.1007/978-981-32-9001-3
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼
登入