Using Non-invertible Data Transformations to Build Adversary-Resistant Deep Neural Networks.
Qinglong WangWenbo GuoAlexander G. Ororbia IIXinyu XingLin LinC. Lee GilesXue LiuPeng LiuGang XiongPublished in: CoRR (2016)
Keyphrases
- data sets
- neural network
- database
- data points
- computer systems
- data processing
- search engine
- training data
- high quality
- data structure
- complex data
- data collection
- historical data
- back propagation
- synthetic data
- input data
- data mining techniques
- small number
- knowledge discovery
- prior knowledge
- databases
- dimensionality reduction
- image data
- high dimensional data
- data analysis
- experimental data
- raw data
- data quality
- pattern recognition