Detecting Scene-Plausible Perceptible Backdoors in Trained DNNs Without Access to the Training Set.
Zhen XiangDavid J. MillerHang WangGeorge KesidisPublished in: Neural Comput. (2021)
Keyphrases
- training set
- test set
- classification accuracy
- video sequences
- d scene
- nearest neighbor
- supervised learning
- active learning
- training data
- data sets
- cross validation
- classification algorithm
- input image
- three dimensional
- training samples
- svm classifier
- training examples
- complex scenes
- decision trees
- access control
- single image
- face images
- multiple images
- satisfiability problem
- real scenes
- scene understanding
- sat solvers
- test data
- class labels
- test images
- moving objects
- dynamic scenes
- object classes
- support vector machine
- image sequences
- vision system
- trained classifiers