Danilo Vasconcellos Vargas

Proceedings of the 5th IEEE International Conference on Cybernetics, 2021

Preliminary Results for Subpopulation Algorithm Based on Novelty (SAN) Compared with the State of the Art.

[BibT_eX]

[DOI]

Yuzi Jiang

Proceedings of the 5th IEEE International Conference on Cybernetics, 2021

Parameter Optimization via CMA-ES for Implementation in the Active Control of Magnetic Pillar Arrays.

[BibT_eX]

[DOI]

Suparat Gaysornkaew

Fujio Tsumori

Proceedings of the 5th IEEE International Conference on Cybernetics, 2021

Towards Learning Hierarchical Structures with SyncMap.

[BibT_eX]

[DOI]

Tham Yik Foong

Proceedings of the 5th IEEE International Conference on Cybernetics, 2021

Continual General Chunking Problem and SyncMap.

[BibT_eX]

[DOI]

Toshitake Asabuki

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

One-Pixel Attack: Understanding and Improving Deep Neural Networks with Evolutionary Computation.

[BibT_eX]

[DOI]

Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020

Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation.

[BibT_eX]

[DOI]

Bingli Liao

Takahiro Kanzaki

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020

Evolving Robust Neural Architectures to Defend from Adversarial Attacks.

[BibT_eX]

[DOI]

Raul Horacio Valencia Tenorio

Preliminary study of applied binary neural networks for neural cryptography.

[BibT_eX]

[DOI]

Chiu-Wing Sham

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Towards improvement of SUNA in multiplexers with preliminary results of simple logic gate neuron variation.

[BibT_eX]

[DOI]

Anh Due Ta

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Towards evolving robust neural architectures to defend from adversarial attacks.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

One Pixel Attack for Fooling Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Attacking convolutional neural network using differential evolution.

[BibT_eX]

[DOI]

IPSJ Trans. Comput. Vis. Appl., 2019

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

[BibT_eX]

[DOI]

Moe Matsuki

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Batch Tournament Selection for Genetic Programming.

[BibT_eX]

[DOI]

Vinícius Veloso de Melo

Wolfgang Banzhaf

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Self Training Autonomous Driving Agent.

[BibT_eX]

[DOI]

Venkanna Udutalapally

Proceedings of the 58th Annual Conference of the Society of Instrument and Control Engineers of Japan, 2019

Frame Difference Generative Adversarial Networks: Clearer Contour Video Generating.

[BibT_eX]

[DOI]

Rui Qiu

Proceedings of the Seventh International Symposium on Computing and Networking Workshops, 2019

Towards solving neural networks with optimization trajectory search.

[BibT_eX]

[DOI]

Lia T. Parsenadze

Toshiyuki Fujita

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Batch tournament selection for genetic programming: the quality of lexicase, the speed of tournament.

[BibT_eX]

[DOI]

Vinícius Veloso de Melo

Wolfgang Banzhaf

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Universal Rules for Fooling Deep Neural Networks based Text Classification.

[BibT_eX]

[DOI]

Di Li

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Contingency Training.

[BibT_eX]

[DOI]

CoRR, 2018

Neural Cryptography Based on the Topology Evolving Neural Networks.

[BibT_eX]

[DOI]

Yuetong Zhu

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

Tracing MIRAI Malware in Networked System.

[BibT_eX]

[DOI]

Yao Xu

Hiroshi Koide

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

Empirical Evaluation on Robustness of Deep Convolutional Neural Networks Activation Functions Against Adversarial Perturbation.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

A New Design for Evaluating Moving Target Defense System.

[BibT_eX]

[DOI]

Wai Kyi Kyi Oo

Hiroshi Koide

Proceedings of the Sixth International Symposium on Computing and Networking, 2018

Evolutionary reinforcement learning: general models and adaptation.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Introducing learning classifier systems: rules that capture complexity.

[BibT_eX]

[DOI]

Ryan J. Urbanowicz

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Lightweight Classification of IoT Malware Based on Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

2017

Spectrum-Diverse Neuroevolution With Unified Neural Models.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Evasion Attacks Against Statistical Code Obfuscation Detectors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information and Computer Security, 2017

Effectively Protect Your Privacy: Enabling Flexible Privacy Control on Web Tracking.

[BibT_eX]

[DOI]

Shiqian Yu

Proceedings of the Fifth International Symposium on Computing and Networking, 2017

2016

Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

General Subpopulation Framework and Taming the Conflict Inside Populations.

[BibT_eX]

[DOI]

Alexandre Cláudio Botazzo Delbem

Evol. Comput., 2015

The Relationship Between (Un)Fractured Problems and Division of Input Space.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Novelty-Organizing Team of Classifiers in noisy and dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Self organizing classifiers: first steps in structured evolutionary machine learning.

[BibT_eX]

[DOI]

Evol. Intell., 2013

Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Self organizing classifiers and niched fitness.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2011

Phylogenetic Differential Evolution.

[BibT_eX]

[DOI]

Vinícius Veloso de Melo

Antonio Helson Mineiro Soares

Márcio Kassouf Crocomo

Int. J. Nat. Comput. Res., 2011

Multi-objective Phylogenetic Algorithm: Solving Multi-objective Decomposable Deceptive Problems.

[BibT_eX]

[DOI]

Jean Paulo Martins