Investigations into Evolutionary Universal Perturbation Attacks (EUPA).

Using this code, please cite the related articles:

Plain Text: N. Gupta, M. Khosravy, A. Pasquali and O. Witkowski, "Deep Learning Security Breach by Evolutionary Universal Perturbation Attack (EUPA)," in IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2024.3429473.

BibTeX: @ARTICLE{10605110, author={Gupta, Neeraj and Khosravy, Mahdi and Pasquali, Antoine and Witkowski, Olaf}, journal={IEEE Transactions on Artificial Intelligence}, title={Deep Learning Security Breach by Evolutionary Universal Perturbation Attack (EUPA)}, year={2024}, volume={}, number={}, pages={1-11}, keywords={Perturbation methods;Noise;Deep learning;Optimization;Genetic algorithms;Security;Convolutional neural networks;Cyber-security;Evolutionary Algorithm;Universal Perturbation Attack;Deep Learning}, doi={10.1109/TAI.2024.3429473}}