Beskrivning
The Book Presents Theory And Algorithms For Secure Networked Inference In The Presence Of Byzantines. It Derives Fundamental Limits Of Networked Inference In The Presence Of Byzantine Data And Designs Robust Strategies To Ensure Reliable Performance For Several Practical Network Architectures. In Particular, It Addresses Inference (or Learning) Processes Such As Detection, Estimation Or Classification, And Parallel, Hierarchical, And Fully Decentralized (peer-to-peer) System Architectures. Furthermore, It Discusses A Number Of New Directions And Heuristics To Tackle The Problem Of Design Complexity In These Practical Network Architectures For Inference.
Bokdetaljer
Format
Inbunden
Sidor
221 sidor
Språk
Engelska
Publicerad
Sep 14, 2018
Förlag
Springer
Utgåva
1st ed. 2018
Upplagor
3 editions
ISBN-10
9811323119
ISBN-13
9789811323119