Research on an Adaptive Neural Network K-Pixel Adversarial Example Generation Algorithm
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Circuits, Systems and Computers"
DOI: 10.1142/s0218126622500074
Abstract: Neural network technology has achieved good results in many tasks, such as image classification. However, for some input examples of neural networks, after the addition of designed and imperceptible perturbations to the examples, these adversarial… read more here.
Keywords: neural network; adversarial example; example; example generation ... See more keywords
Image Adversarial Example Generation Method Based on Adaptive Parameter Adjustable Differential Evolution
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25030487
Abstract: Adversarial example generation techniques for neural network models have exploded in recent years. In the adversarial attack scheme for image recognition models, it is challenging to achieve a high attack success rate with very few… read more here.
Keywords: example generation; adversarial example; differential evolution; method ... See more keywords