MUTEN: Mutant-Based Ensembles for Boosting Gradient-Based Adversarial Attack.

Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Yves Le Traon

Published in: ASE (2023)

Keyphrases

ensemble methods
ensemble learning
base classifiers
base learners
decision tree ensembles
decision stumps
weighted voting
prediction accuracy
multiple classifier systems
weak learners
ensemble classifier

decision trees
learning algorithm
random forests
generalization ability
multi agent
classifier ensemble
weak classifiers
neural network
random forest
multi class

differential evolution
secret key
boosting algorithms
benchmark datasets
majority voting
randomized trees
ensemble members
training set
denial of service attacks
ensemble selection

malicious users
data sets
negative correlation learning
ddos attacks
imbalanced data
combining multiple
machine learning methods
training samples
genetic algorithm
machine learning