Fast-UAP: An algorithm for expediting universal adversarial perturbation generation using the orientations of perturbation vectors.
Jiazhu DaiLe ShuPublished in: Neurocomputing (2021)
Keyphrases
- preprocessing
- cost function
- detection algorithm
- computational complexity
- optimization algorithm
- similarity measure
- significant improvement
- np hard
- high accuracy
- learning algorithm
- generation algorithm
- theoretical analysis
- computationally efficient
- experimental evaluation
- dynamic programming
- expectation maximization
- objective function
- decision trees
- matching algorithm
- times faster
- convergence rate
- recognition algorithm
- mobile robot
- probabilistic model
- input data
- face recognition
- data mining