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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.
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.
An essential introduction to adversarial information fusion
Offers a valuable point of departure for researchers new to the field
Details attacks and defenses in connection with distributed sensor networks
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.
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Signals and Communication Technology |
| Inhalt: |
xix
109 S. 11 s/w Illustr. 15 farbige Illustr. 109 p. 26 illus. 15 illus. in color. |
| ISBN-13: | 9789813290037 |
| ISBN-10: | 981329003X |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Abrardo, Andrea
Tondi, Benedetta Kallas, Kassem Barni, Mauro |
| Auflage: | 1st ed. 2021 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore Signals and Communication Technology |
| Maße: | 235 x 155 x 8 mm |
| Von/Mit: | Andrea Abrardo (u. a.) |
| Erscheinungsdatum: | 26.08.2021 |
| Gewicht: | 0,213 kg |
An essential introduction to adversarial information fusion
Offers a valuable point of departure for researchers new to the field
Details attacks and defenses in connection with distributed sensor networks
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.
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Signals and Communication Technology |
| Inhalt: |
xix
109 S. 11 s/w Illustr. 15 farbige Illustr. 109 p. 26 illus. 15 illus. in color. |
| ISBN-13: | 9789813290037 |
| ISBN-10: | 981329003X |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Abrardo, Andrea
Tondi, Benedetta Kallas, Kassem Barni, Mauro |
| Auflage: | 1st ed. 2021 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore Signals and Communication Technology |
| Maße: | 235 x 155 x 8 mm |
| Von/Mit: | Andrea Abrardo (u. a.) |
| Erscheinungsdatum: | 26.08.2021 |
| Gewicht: | 0,213 kg |
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