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Danilo Vasconcellos Vargas
Danilo Vasconcellos Vargas
Assoc. Professor @Kyushu University & Vis. Researcher @The University of Tokyo
Verified email at inf.kyushu-u.ac.jp - Homepage
Title
Cited by
Cited by
Year
One pixel attack for fooling deep neural networks
J Su, DV Vargas, K Sakurai
IEEE Transactions on Evolutionary Computation 23 (5), 828-841, 2019
16972019
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
2112018
Spectrum-diverse neuroevolution with unified neural models
DV Vargas, J Murata
IEEE transactions on neural networks and learning systems 28 (8), 1759-1773, 2016
502016
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
322019
Understanding the one-pixel attack: Propagation maps and locality analysis
DV Vargas, J Su
arXiv preprint arXiv:1902.02947, 2019
272019
Self organizing classifiers and niched fitness
DV Vargas, H Takano, J Murata
Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013
222013
General subpopulation framework and taming the conflict inside populations
DV Vargas, J Murata, H Takano, ACB Delbem
Evolutionary computation 23 (1), 1-36, 2015
192015
Self organizing classifiers: first steps in structured evolutionary machine learning
DV Vargas, H Takano, J Murata
Evolutionary Intelligence 6 (2), 57-72, 2013
162013
Robustness assessment for adversarial machine learning: Problems, solutions and a survey of current neural networks and defenses
DV Vargas, S Kotyan
142019
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
142015
Evolving robust neural architectures to defend from adversarial attacks
DV Vargas, S Kotyan, SPM IIIT-NR
arXiv preprint arXiv:1906.11667 3, 2019
122019
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
122011
Tracing Mirai malware in networked system
Y Xu, H Koide, DV Vargas, K Sakurai
2018 sixth international symposium on computing and networking workshops …, 2018
102018
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
102014
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
92019
One pixel attack for fooling deep neural networks (2017)
J Su, DV Vargas, S Kouichi
arXiv preprint arXiv:1710.08864, 2019
92019
Neural cryptography based on the topology evolving neural networks
Y Zhu, DV Vargas, K Sakurai
2018 Sixth International Symposium on Computing and Networking Workshops …, 2018
92018
Phylogenetic differential evolution
VV de Melo, DV Vargas, MK Crocomo
Natural Computing for Simulation and Knowledge Discovery, 22-40, 2014
92014
Algoritmo Filo-Genético.
DV Vargas, ACB Delbem
São Carlos, SP, Brasil., 2010
82010
Towards evolving robust neural architectures to defend from adversarial attacks
S Kotyan, DV Vargas
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
72020
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