Integration of statistical detector and Gaussian noise injection detector for adversarial example detection in deep neural networks.
Weiqi FanGuangling SunYuying SuZhi LiuXiaofeng LuPublished in: Multim. Tools Appl. (2019)
Keyphrases
- gaussian noise
- detection method
- neural network
- detection algorithm
- matched filter
- signal to noise ratio
- neyman pearson
- noise model
- denoising
- object detectors
- false alarms
- pattern recognition
- image restoration
- image segmentation
- noise level
- noisy images
- image processing
- face detection
- object detection
- image denoising
- noise reduction
- image enhancement
- higher order
- ground truth
- jpeg compression
- moving objects
- noise suppression
- multiscale