Theoretical Foundations of Adversarial Binary Detection

ISBN-13: 9781680837643 / Angielski / Miękka / 2020 / 190 str.

Mauro Barni; Benedetta Tondi

Spis treści

• 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