Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders.
Lichao WuStjepan PicekPublished in: IACR Trans. Cryptogr. Hardw. Embed. Syst. (2020)
Keyphrases
- preprocessing
- measurement noise
- denoising
- measurement errors
- noise level
- measurement error
- noise reduction
- signal to noise ratio
- image noise
- noise model
- gaussian noise
- preprocessing step
- random noise
- noisy data
- sensor noise
- noise removal
- image processing
- genetic algorithm
- removing noise
- noise free
- arbitrary shape
- countermeasures
- image denoising
- data mining algorithms
- unsupervised learning
- input data
- feature selection