An Operational Approach to Information Leakage via Generalized Gain Functions

Keyphrases

• Information Leakage 100%
• Operational Approach 100%
• Gain Function 100%
• Adversary 50%
• Maximal Leakage 37%
• Closed-form Expression 25%
• Expected Benefits 12%
• Divergence 12%
• Random Variables 12%
• Optimal Strategy 12%
• Class-specific 12%
• Divergence Measure 12%
• Adversarial Process 12%
• 0-1 Loss 12%
• Maximal α-leakage 12%
• Relative Performance 12%
• Log Loss 12%
• Regularity Conditions 12%
• Multiple Attempts 12%
• Variational Characterization 12%
• Bregman Divergence 12%

Computer Science

• Information Leakage 100%
• closed-form expression 100%
• Optimal Strategy 50%
• Random Variable 50%
• Related Function 50%
• Relative Performance 50%
• Adversarial Strategy 50%
• Regularity Condition 50%
• Variational Characterization 50%

Mathematics

• Gain Function 100%
• Closed Form 25%
• Probability Theory 12%
• Upper Bound 12%
• Pointwise 12%
• Multiplicative 12%
• Optimal Strategy 12%
• Regularity Condition 12%
• Variational Characterization 12%
• Random Variable 12%