Jumpei Shimamura

According to our database, Jumpei Shimamura authored at least 15 papers between 2011 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

A study of IoT malware activities using association rule learning for darknet sensor data.

Seiichi Ozawa, Tao Ban, Naoki Hashimoto, Junji Nakazato, Jumpei Shimamura

Int. J. Inf. Sec., 2020

Real-Time Detection of Global Cyberthreat Based on Darknet by Estimating Anomalous Synchronization Using Graphical Lasso.

Chansu Han, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Jun'ichi Takeuchi, Koji Nakao

IEICE Trans. Inf. Syst., 2020

2019

Real-Time Detection of Malware Activities by Analyzing Darknet Traffic Using Graphical Lasso.

Chansu Han, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Masanori Kawakita, Jun'ichi Takeuchi, Koji Nakao

Proceedings of the 18th IEEE International Conference On Trust, 2019

Real-time botnet detection using nonnegative tucker decomposition.

Hideaki Kanehara, Yuma Murakami, Jumpei Shimamura, Takeshi Takahashi, Daisuke Inoue, Noboru Murata

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

2018

A Darknet Traffic Analysis for IoT Malwares Using Association Rule Learning.

Naoki Hashimoto, Seiichi Ozawa, Tao Ban, Junji Nakazato, Jumpei Shimamura

Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

2017

Evolving cauchy possibilistic clustering and its application to large-scale cyberattack monitoring.

Igor Skrjanc, Seiichi Ozawa, Dejan Dovzan, Tao Ban, Junji Nakazato, Jumpei Shimamura

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Detection of Botnet Activities Through the Lens of a Large-Scale Darknet.

Tao Ban, Lei Zhu, Jumpei Shimamura, Shaoning Pang, Daisuke Inoue, Koji Nakao

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

A neural network model for detecting DDoS attacks using darknet traffic features.

Siti Hajar Aminah Ali, Seiichi Ozawa, Tao Ban, Junji Nakazato, Jumpei Shimamura

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Large-Scale Monitoring for Cyber Attacks by Using Cluster Information on Darknet Traffic Features.

Hironori Nishikaze, Seiichi Ozawa, Jun Kitazono, Tao Ban, Junji Nakazato, Jumpei Shimamura

Proceedings of the INNS Conference on Big Data 2015, 2015

An autonomous online malicious spam email detection system using extended RBF network.

Siti Hajar Aminah Ali, Seiichi Ozawa, Junji Nakazato, Tao Ban, Jumpei Shimamura

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Adaptive DDoS-Event Detection from Big Darknet Traffic Data.

Nobuaki Furutani, Jun Kitazono, Seiichi Ozawa, Tao Ban, Junji Nakazato, Jumpei Shimamura

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Detecting Malicious Spam Mails: An Online Machine Learning Approach.

Yuli Dai, Shunsuke Tada, Tao Ban, Junji Nakazato, Jumpei Shimamura, Seiichi Ozawa

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Detection of DDoS Backscatter Based on Traffic Features of Darknet TCP Packets.

Nobuaki Furutani, Tao Ban, Junji Nakazato, Jumpei Shimamura, Jun Kitazono, Seiichi Ozawa

Proceedings of the Ninth Asia Joint Conference on Information Security, 2014

2012

Behavior Analysis of Long-term Cyber Attacks in the Darknet.

Tao Ban, Lei Zhu, Jumpei Shimamura, Shaoning Pang, Daisuke Inoue, Koji Nakao

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

Correlation Analysis between Spamming Botnets and Malware Infected Hosts.

Jungsuk Song, Jumpei Shimamura, Masashi Eto, Daisuke Inoue, Koji Nakao

Proceedings of the 11th Annual International Symposium on Applications and the Internet, 2011