Art

J-GLOBAL ID：201702248845105201   Reference number：17A0869662

Identification of Communication Devices from Analysis of Traffic Patterns

通信トラヒックのパターン分析にもとづく通信機器同定に関する手法

Author (4)： KAWAI HIROKI (大阪市大 大学院工学研究科) ,  ATA SHINGO (大阪市大 大学院工学研究科) ,  OKA IKUO (大阪市大 大学院工学研究科) ,  NAKAMURA NOBUYUKI (沖電気工業 研究開発セ)
Material： 電子情報通信学会技術研究報告  (IEICE Technical Report (Institute of Electronics, Information and Communication Engineers))
Volume： 117  Issue： 89(IN2017 12-18)  Page： 49-54  Publication year： Jun. 08, 2017 
JST Material Number： S0532B  ISSN： 0913-5685  Document type： Proceedings
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *communication apparatus ,  *identification ,  *communication signal ,  analysis ,  *pattern classification ,  computer security ,  machine learning
Semi thesaurus term： pattern analysis ,  *communication traffic ,  *communication device

JST classification (2)： Computer networks  (JC03000K) ,  Pattern recognition  (JE07000S)

Reference (17)：

• Y. Okada, S. Ata, N. Nakamura, Y. Nakahira, and I. Oka, ′′Comparisons of machine learning algorithms for applica-tion identification of encrypted traffic,′′ in Proceedings of the 10th IEEE International Conference on Machine Learning and Applications (ICMLA 2011), vol. 2, Honolulu, USA, December 2011, pp. 358-361.
• -, ′′Application identification from encrypted traffic based on characteristic changes by encryption,′′ in Proceed-ings of the 1st IEEE International Communications Quality and Reliability Workshop (CQR 2011), Naples, Italy, May 2011, pp. 1-6.
• M. Korczynski and A. Duda, ′′Markov chain fingerprint-ing to classify encrypted traffic,′′ in Proceedings of the 33th IEEE Conference on Computer Communications (INFO-COM 2014), Toronto, Canada, May 2014, pp. 781-789.
• T. Tsumuro, S. Ata, and I. Oka, ′′Statistical Analysis of Net-work Traffic by Applications of Smart Devices,′′ in Proceed-ings of the 18th Asia-Pacific Network Operations and Man-agement Symposium (APNOMS 2016), Kanazawa, Japan, October 2016.
• K. Yuichi, A. Shingo, N. Nobuyuki, N. Yoshihiro, and O. Ikuo, ′′Enhancing immediacy of identification with multi-stage application identification,′′ in Proceedings of the 7th IEEE International Conference on New Technologies, Mo-bility and Security (NTMS 2015), Paris, France, July 2015, pp. 1-2.

Terms in the title (5)： 通信トラヒック ,  パターン分析 ,  通信機器 ,  同定 ,  手法