Language:
English
繁體中文
Help
圖資館首頁
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Information fusion in distributed se...
~
Abrardo, Andrea.
Information fusion in distributed sensor networks with Byzantines
Record Type:
Electronic resources : Monograph/item
Title/Author:
Information fusion in distributed sensor networks with Byzantinesby Andrea Abrardo ... [et al.].
other author:
Abrardo, Andrea.
Published:
Singapore :Springer Singapore :2021.
Description:
xix, 109 p. :ill., digital ;24 cm.
Contained By:
Springer Nature eBook
Subject:
Sensor networks.
Online resource:
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)
based on 0 review(s)
ALL
電子館藏
Items
1 records • Pages 1 •
1
Inventory Number
Location Name
Item Class
Material type
Call number
Usage Class
Loan Status
No. of reservations
Opac note
Attachments
000000195041
電子館藏
1圖書
電子書
EB TK7872.D48 I43 2021 2021
一般使用(Normal)
On shelf
0
1 records • Pages 1 •
1
Multimedia
Multimedia file
https://doi.org/10.1007/978-981-32-9001-3
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login