AEGuard: Image Feature-Based Independent Adversarial Example Detection Model

Table 3

Hyperparameters for model performance.

Optimizer	# of hidden layers	Loss	Accuracy (%)
SGD	3	0.6843	52.94
	5	0.1172	97.83
	10	0.7012	52.68
Adagrad [25]	3	0.6816	53.28
	5	0.0661	98.23
	10	0.6844	61.06
Adam [26]	3	0.1185	97.20
	5	0.0362	99.89
	10	0.7144	47.32