Earticle

초록

영어

This article describes a novel type of an advanced mobile security system, a myokinetic password, using surface electromyographic (EMG) signals. We proposed an advanced security system that can increase password strength without modifying password length or increasing alphabet character variation. We present an implementation of an intuitive password system that combines muscle activation to enhance password complexity. The muscle activation levels from EMG signals are used to split each individual code composition into multiple states, thereby increasing possible password combinations. We proposed a centroid-based clustering algorithm to cluster a feature into groups according to the muscle activation. We also verified the possibility of expanding the technique to support up to three muscle activation levels in the experiment. By utilizing the proposed method, the number of possible input key combination is increased from 256 to 810,000 with three muscle levels.

목차

Abstract
 1. Introduction
 2. Methods
  2.1. EMG - Digit Pass Code Security System
  2.2. Procedure
  2.3. Preprocessing
  2.4. Feature Extraction
  2.5. Muscle Activity Level Recognition
 3. Results
 4. Discussions
 5. Conclusion
 Acknowledgements
 References

키워드

저자

• Kalanyu Zintus-art [ Department of Information Processing, Tokyo Institute of Technology, Japan ]
• Duk Shin [ Precision and Intelligence Laboratory, Tokyo Institute of Technology, Japan ] Corresponding Author
• Natsue Yoshimura [ Precision and Intelligence Laboratory, Tokyo Institute of Technology, Japan ]
• Hiroyuki Kambara [ Precision and Intelligence Laboratory, Tokyo Institute of Technology, Japan ]
• Yasuharu Koike [ Department of Information Processing, Tokyo Institute of Technology, Japan, Precision and Intelligence Laboratory, Tokyo Institute of Technology, Japan ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Security and Its Applications

• 간기

  격월간

• pISSN

  1738-9976

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605