Bayesian evolutionary optimization for crafting high-quality adversarial examples with limited query budget

Multi-stage dimension reduction for expensive sparse multi-objective optimization problems

(2021) Zheng Tan et al.   NEUROCOMPUTING

An efficient general black-box adversarial attack approach based on multi-objective optimization for high dimensional images

(2021) Chunkai Zhang et al.   COMPUTERS & ELECTRICAL ENGINEERING

A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

(2021) Zhenshou Song et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A black-box adversarial attack for poisoning clustering

(2021) Antonio Emanuele Cinà et al.   PATTERN RECOGNITION

Deep neural networks-based relevant latent representation learning for hyperspectral image classification

(2021) Akrem Sellami et al.   PATTERN RECOGNITION

A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers

(2021) Arka Ghosh et al.   PATTERN RECOGNITION

Vulnerability of classifiers to evolutionary generated adversarial examples

(2020) Petra Vidnerová et al.   NEURAL NETWORKS

Black-box adversarial sample generation based on differential evolution

(2020) Junyu Lin et al.   JOURNAL OF SYSTEMS AND SOFTWARE

One Pixel Attack for Fooling Deep Neural Networks

(2019) Jiawei Su et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multi-objective Infill Criterion Driven Gaussian Process Assisted Particle Swarm Optimization of High-dimensional Expensive Problems

(2018) Jie Tian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate-assisted evolutionary computation: Recent advances and future challenges

(2011) Yaochu Jin   Swarm and Evolutionary Computation

Differential Evolution: A Survey of the State-of-the-Art

(2010) Swagatam Das et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION