Toward Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-Based Method.
Tao BaiJun ZhaoJinlin ZhuShoudong HanJiefeng ChenBo LiAlex ChiChung KotPublished in: IEEE Internet Things J. (2022)
Keyphrases
- neural network
- synthetic data
- management system
- computationally efficient
- computational cost
- experimental evaluation
- significant improvement
- detection algorithm
- pairwise
- dynamic programming
- preprocessing
- pattern recognition
- segmentation method
- fuzzy logic
- edge detection
- clustering method
- high precision
- support vector machine svm
- distributed systems
- cost function
- computational complexity
- similarity measure
- genetic algorithm