Reducing Search Space of Genetic Algorithms for Fast Black Box Attacks on Image Classifiers.
Julius BrandlNicolas BreinlMaximilian DemmlerLukas HartmannJörg HähnerAnthony SteinPublished in: KI (2019)
Keyphrases
- black box
- search space
- image data
- input image
- single image
- black boxes
- genetic algorithm
- image classification
- multiscale
- white box
- image content
- image retrieval
- high resolution
- image features
- support vector
- edge detection
- image segmentation
- hybrid systems
- integration testing
- databases
- image representation
- machine learning
- candidate solutions
- test set
- data sets
- labeled images
- classifier systems
- learning classifier systems
- pixel values
- neural network
- feature selection
- training samples
- digital images
- search algorithm
- evolutionary algorithm