A Survey on Adversarial Attack in the Age of Artificial Intelligence

Table 5

AI security defense technology.

Type	Phase
	Data collection phase	Model train phase	Model usage phase
Evasive attack	Generating adversarial examples	Network distillation; adversarial training	Adversarial examples detection; input reconstruction; DNN model validation
Poisoning attack	Filtering training data; regression analysis	Integration analysis
Back door attack		Model pruning	Input preprocessing
Model-stealing attack	Differential privacy	Privacy aggregation teacher model; model watermarking