Theoretical Foundations of Adversarial Binary Detection
Author:   Mauro Barni ,  Benedetta Tondi
Publisher:   now publishers Inc
ISBN:  

9781680837643


Pages:   188
Publication Date:   20 December 2020
Format:   Paperback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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Theoretical Foundations of Adversarial Binary Detection


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Author:   Mauro Barni ,  Benedetta Tondi
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Dimensions:   Width: 15.60cm , Height: 1.40cm , Length: 23.40cm
Weight:   0.273kg
ISBN:  

9781680837643


ISBN 10:   1680837648
Pages:   188
Publication Date:   20 December 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Introduction 2. Background Notions and Tools 3. Binary Detection Game with Known Sources 4. Limit Performance and Source Distinguishability 5. Binary Detection Game with Training Data 6. Binary Detection Games with Corrupted Training 7. Summary and Outlook Acknowledgements Appendices A. Regularity Properties of the Admissibility Set B. Asymptotic Behavior of the Indistinguishability Regions C. Security Margin Computation as a Minimum Cost Flow Problem References

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