Danilo Vasconcellos Vargas
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One pixel attack for fooling deep neural networks
J Su, DV Vargas, K Sakurai
IEEE Transactions on Evolutionary Computation 23 (5), 828-841, 2019
Lightweight classification of IoT malware based on image recognition
J Su, DV Vasconcellos, S Prasad, D Sgandurra, Y Feng, K Sakurai
2018 IEEE 42Nd annual computer software and applications conference (COMPSAC …, 2018
Spectrum-diverse neuroevolution with unified neural models
DV Vargas, J Murata
IEEE transactions on neural networks and learning systems 28 (8), 1759-1773, 2016
Self organizing classifiers and niched fitness
DV Vargas, H Takano, J Murata
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
Attacking convolutional neural network using differential evolution
J Su, DV Vargas, K Sakurai
IPSJ Transactions on Computer Vision and Applications 11 (1), 1-16, 2019
Understanding the one-pixel attack: Propagation maps and locality analysis
DV Vargas, J Su
arXiv preprint arXiv:1902.02947, 2019
Novelty-organizing team of classifiers in noisy and dynamic environments
DV Vargas, H Takano, J Murata
2015 IEEE Congress on Evolutionary Computation (CEC), 2937-2944, 2015
General subpopulation framework and taming the conflict inside populations
DV Vargas, J Murata, H Takano, ACB Delbem
Evolutionary computation 23 (1), 1-36, 2015
Self organizing classifiers: first steps in structured evolutionary machine learning
DV Vargas, H Takano, J Murata
Evolutionary Intelligence 6 (2), 57-72, 2013
Multi-objective phylogenetic algorithm: Solving multi-objective decomposable deceptive problems
JP Martins, AHM Soares, DV Vargas, ACB Delbem
International Conference on Evolutionary Multi-Criterion Optimization, 285-297, 2011
Phylogenetic differential evolution
VV de Melo, DV Vargas, MK Crocomo
Natural Computing for Simulation and Knowledge Discovery, 22-40, 2014
Evolving robust neural architectures to defend from adversarial attacks
DV Vargas, S Kotyan
arXiv preprint arXiv:1906.11667, 2019
Algoritmo Filo-Genético.
DV Vargas, ACB Delbem
São Carlos, SP, Brasil., 2010
Novelty-organizing team of classifiers-a team-individual multi-objective approach to reinforcement learning
DV Vargas, H Takano, J Murata
2014 Proceedings of the SICE Annual Conference (SICE), 1785-1792, 2014
Robustness assessment for adversarial machine learning: Problems, solutions and a survey of current neural networks and defenses
DV Vargas, S Kotyan
arXiv preprint arXiv:1906.06026, 2019
Universal rules for fooling deep neural networks based text classification
D Li, DV Vargas, S Kouichi
2019 IEEE Congress on Evolutionary Computation (CEC), 2221-2228, 2019
Tracing Mirai malware in networked system
Y Xu, H Koide, DV Vargas, K Sakurai
2018 Sixth International Symposium on Computing and Networking Workshops …, 2018
One pixel attack for fooling deep neural networks (2017)
J Su, DV Vargas, S Kouichi
arXiv preprint arXiv:1710.08864, 2019
Self training autonomous driving agent
S Kotyan, DV Vargas, U Venkanna
2019 58th Annual Conference of the Society of Instrument and Control …, 2019
Continuous adaptive reinforcement learning with the evolution of self organizing classifiers
DV Vargas, H Takano, J Murata
2013 IEEE Third Joint International Conference on Development and Learning …, 2013
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