227 citations · 341 across the 46 of their papers we have counts for
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A Message Passing Approach for Decision Fusion in Adversarial Multi-Sensor Networks
Andrea Abrardo, Mauro Barni, Kassem Kallas +1
We consider a simple, yet widely studied, set-up in which a Fusion Center (FC) is asked to make a binary decision about a sequence of system states by relying on the possibly corru…
A Game-Theoretic Framework for Optimum Decision Fusion in the Presence of Byzantines
Andrea Abrardo, Mauro Barni, Kassem Kallas +1
Optimum decision fusion in the presence of malicious nodes - often referred to as Byzantines - is hindered by the necessity of exactly knowing the statistical behavior of Byzantine…
Optimum Fusion of Possibly Corrupted Reports for Distributed Detection in Multi-Sensor Networks
Andrea Abrardo, Mauro Barni, Kassem Kallas +1
The most common approach to mitigate the impact that the presence of malicious nodes has on the accuracy of decision fusion schemes consists in observing the behavior of the nodes…
Source Distinguishability under Distortion-Limited Attack: an Optimal Transport Perspective
Mauro Barni, Benedetta Tondi
We analyze the distinguishability of two sources in a Neyman-Pearson set-up when an attacker is allowed to modify the output of one of the two sources subject to a distortion const…