If you made any changes in Pure these will be visible here soon.

Research Output 2011 2019

  • 42 Citations
  • 4 h-Index
  • 18 Conference contribution
  • 4 Article
  • 1 Chapter
Filter
Conference contribution
2018

A new design for evaluating moving target defense system

Oo, W. K. K., Koide, H., Vargas, D. V. & Sakurai, K., Dec 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 561-563 3 p. 8590965. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Moving Target
Information systems
Servers
Attack
Evaluation Method

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

Yu, S., Vargas, D. V. & Sakurai, K., Apr 23 2018, Proceedings - 2017 5th International Symposium on Computing and Networking, CANDAR 2017. Institute of Electrical and Electronics Engineers Inc., p. 533-536 4 p. (Proceedings - 2017 5th International Symposium on Computing and Networking, CANDAR 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Websites
Blood
Internet

Empirical evaluation on robustness of deep convolutional neural networks activation functions against adversarial perturbation

Su, J., Vargas, D. V. & Sakurai, K., Dec 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 223-227 5 p. 8590903. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Activation Function
Chemical activation
Neural Networks
Robustness
Neural networks

Introducing learning classifier systems: Rules that capture complexity

Urbanowicz, R. J. & Vargas, D. V., Jul 6 2018, GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 619-648 30 p. (GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning Classifier Systems
Classifiers
3 Citations (Scopus)

Lightweight Classification of IoT Malware Based on Image Recognition

Su, J., Vargas, D. V., Prasad, S., Daniele, S., Feng, Y. & Sakurai, K., Jun 8 2018, Proceedings - 2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018. Demartini, C., Reisman, S., Liu, L., Tovar, E., Takakura, H., Yang, J-J., Lung, C-H., Ahamed, S. I., Hasan, K., Conte, T., Nakamura, M., Zhang, Z., Akiyama, T., Claycomb, W. & Cimato, S. (eds.). IEEE Computer Society, p. 664-669 6 p. 8377943. (Proceedings - International Computer Software and Applications Conference; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Internet
Domestic appliances
Cameras
Internet of things

Neural cryptography based on the topology evolving neural networks

Zhu, Y., Vargas, D. V. & Sakurai, K., Dec 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 472-478 7 p. 8590945. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cryptography
Topology
Neuroevolution
Neural Networks
Neural networks

Tracing MIRAI malware in networked system

Xu, Y., Koide, H., Vargas, D. V. & Sakurai, K., Dec 26 2018, Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018. Institute of Electrical and Electronics Engineers Inc., p. 534-538 5 p. 8590958. (Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet of Things
Malware
Tracing
Attack
Denial of Service
2017

Evasion attacks against statistical code obfuscation detectors

Su, J., Vargas, D. V. & Sakurai, K., Jan 1 2017, Advances in Information and Computer Security - 12th International Workshop on Security, IWSEC 2017, Proceedings. Obana, S. & Chida, K. (eds.). Springer Verlag, p. 121-137 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10418 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Obfuscation
Detector
Attack
Detectors
JavaScript
2016

Curious: Searching for unknown regions of space with a subpopulation-based algorithm

Vargas, D. V. & Murata, J., Jul 20 2016, GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 145-146 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mathematical operators
Genes
2015
3 Citations (Scopus)

Novelty-Organizing Team of Classifiers in noisy and dynamic environments

Vargas, D. V., Takano, H. & Murata, J., Sep 10 2015, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2937-2944 8 p. 7257254. (2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic Environment
Classifiers
Classifier
Neuroevolution
Railroad cars

The relationship between (Un)fractured problems and division of input space

Vargas, D. V., Takano, H. & Murata, J., Jul 11 2015, GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 981-987 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Division
Learning Algorithm
Relationships
2014
1 Citation (Scopus)

Novelty-Organizing Classifiers applied to classification and reinforcement learning: Towards flexible algorithms

Vargas, D. V., Takano, H. & Murata, J., 2014, GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 81-82 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Reinforcement learning
Reinforcement Learning
Supervised Learning
Classifiers
2 Citations (Scopus)

Novelty-organizing team of classifiers - A team-individual multi-objective approach to reinforcement learning

Vargas, D. V., Takano, H. & Murata, J., Oct 23 2014, Proceedings of the SICE Annual Conference. Society of Instrument and Control Engineers (SICE), p. 1785-1792 8 p. 6935299. (Proceedings of the SICE Annual Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Classifiers
Self organizing maps
Learning algorithms
2013

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

Vargas, D. V., Takano, H. & Murata, J., 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion. p. 1755-1756 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ensemble
Classifiers
Experiments
Classifier
Subspace Methods

Contingency training

Vargas, D. V., Takano, H. & Murata, J., 2013, SICE 2013: International Conference on Instrumentation, Control, Information Technology and System Integration - SICE Annual Conference 2013, Conference Proceedings. p. 1361-1366 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Classifiers
Neural networks
Experiments
3 Citations (Scopus)

Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers

Vargas, D. V., Takano, H. & Murata, J., 2013, 2013 IEEE 3rd Joint International Conference on Development and Learning and Epigenetic Robotics, ICDL 2013 - Electronic Conference Proceedings. 6652558

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Classifiers
7 Citations (Scopus)

Self organizing classifiers and niched fitness

Vargas, D. V., Takano, H. & Murata, J., Sep 2 2013, GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference. p. 1109-1116 8 p. (GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Self-organizing
Fitness
Classifiers
Classifier
Pressure
2011
5 Citations (Scopus)

Multi-objective phylogenetic algorithm: Solving multi-objective decomposable deceptive problems

Martins, J. P., Soares, A. H. M., Vargas, D. V. & Delbem, A. C. B., Apr 14 2011, Evolutionary Multi-Criterion Optimization - 6th International Conference, EMO 2011, Proceedings. p. 285-297 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6576 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Phylogenetics
Decomposable
Phylogenetic Tree
Multi-objective Evolutionary Algorithm
Probabilistic Model