Paper Info
Title
A Message Passing Approach for Decision Fusion in Adversarial Multi-Sensor Networks.
Abstract
•A near-optimal message passing algorithm is proposed for adversarial decision fusion.•The algorithm noticeably reduces the complexity compared to the optimum fusion.•Results confirmed the Byzantine’s dual behaviour in the attacking strategy.•Markovian and independent models for the observed sequences are considered.•Independent states are more favourable to Byzantines than the Markovian case.
Year
DOI
Venue
2018
10.1016/j.inffus.2017.06.006
Information Fusion
Keywords
DocType
Volume
Adversarial signal processing,Decision fusion in adversarial setting,Decision fusion in the presence of Byzantines,Message passing algorithm,Factor graph
Journal
40
Issue
ISSN
Citations 
C
1566-2535
2
PageRank 
References 
Authors
0.36
18
4
Name
Order
Citations
PageRank
Andrea Abrardo137647.39
M. Barni23091246.21
Kassem Kallas372.82
Benedetta Tondi416718.20