A Defense Framework for Privacy Risks in Remote Machine Learning Service

Table 1

Taxonomy of adversarial method-based defenses.

Defenses	Perturbation object
	Input	Model	Output
MemGuard [8]			✓
Yang et al. [32]			✓
MCMIA [9]		✓
Min-max [7]		✓
Our method	✓