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Danilo Vasconcellos Vargas
Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation

Sep 08, 2020
Danilo Vasconcellos Vargas, Bingli Liao, Takahiro Kanzaki


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Continual General Chunking Problem and SyncMap

Jun 16, 2020
Danilo Vasconcellos Vargas, Toshitake Asabuki


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Evolving Robust Neural Architectures to Defend from Adversarial Attacks

Jun 27, 2019
Danilo Vasconcellos Vargas, Shashank Kotyan


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Uncovering Why Deep Neural Networks Lack Robustness: Representation Metrics that Link to Adversarial Attacks

Jun 20, 2019
Danilo Vasconcellos Vargas, Shashank Kotyan, Moe Matsuki


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Model Agnostic Dual Quality Assessment for Adversarial Machine Learning and an Analysis of Current Neural Networks and Defenses

Jun 14, 2019
Danilo Vasconcellos Vargas, Shashank Kotyan


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Self Training Autonomous Driving Agent

Apr 26, 2019
Shashank Kotyan, Danilo Vasconcellos Vargas, Venkanna U


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Batch Tournament Selection for Genetic Programming

Apr 18, 2019
Vinicius V. Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf


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Tackling Unit Commitment and Load Dispatch Problems Considering All Constraints with Evolutionary Computation

Mar 06, 2019
Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano


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Understanding the One-Pixel Attack: Propagation Maps and Locality Analysis

Feb 08, 2019
Danilo Vasconcellos Vargas, Jiawei Su


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Universal Rules for Fooling Deep Neural Networks based Text Classification

Jan 22, 2019
Di Li, Danilo Vasconcellos Vargas, Sakurai Kouichi


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General Subpopulation Framework and Taming the Conflict Inside Populations

Jan 02, 2019
Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Claudio Botazzo Delbem

* Evolutionary computation 23 (1), 1-36, 2015 

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Self Organizing Classifiers and Niched Fitness

Nov 20, 2018
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

* Proceedings of the 15th annual conference on Genetic and evolutionary computation (GECCO 2013) 
* arXiv admin note: text overlap with arXiv:1811.08225 

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Self Organizing Classifiers: First Steps in Structured Evolutionary Machine Learning

Nov 20, 2018
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

* Evolutionary Intelligence 6 (2), 57-72 (2013) 

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Contingency Training

Nov 20, 2018
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

* Proc. of SICE Annual Conference 2013 

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Novelty-organizing team of classifiers in noisy and dynamic environments

Sep 19, 2018
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

* 2015 IEEE Congress on Evolutionary Computation (CEC) 

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Attacking Convolutional Neural Network using Differential Evolution

Apr 19, 2018
Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai


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One pixel attack for fooling deep neural networks

Feb 22, 2018
Jiawei Su, Danilo Vasconcellos Vargas, Sakurai Kouichi


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Lightweight Classification of IoT Malware based on Image Recognition

Feb 11, 2018
Jiawei Su, Danilo Vasconcellos Vargas, Sanjiva Prasad, Daniele Sgandurra, Yaokai Feng, Kouichi Sakurai


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