Journal of Korea Society of Digital Industry and Information Management (디지털산업정보학회논문지)

Korea Society of Digital Industry and Information Management (디지털산업정보학회)
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Implementation of Realtime Face Recognition System using Haar-Like Features and PCA in Mobile Environment

모바일 환경에서 Haar-Like Features와 PCA를 이용한 실시간 얼굴 인증 시스템

  • 김정철 ((주)하이트론씨스템즈) ;
  • 허범근 (수원대학교 정보통신공학과) ;
  • 신나라 (수원대학교 정보통신공학과) ;
  • 홍기천 (수원대학교 정보통신공학과)
  • Received : 2010.04.28
  • Accepted : 2010.05.25
  • Published : 2010.06.30
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Abstract

Recently, large amount of information in IDS(Intrusion Detection System) can be un manageable and also be mixed with false prediction error. In this paper, we propose a data mining methodology for IDS, which contains uncertainty based on training process and post-processing analysis additionally. Our system is trained to classify the existing attack for misuse detection, to detect the new attack pattern for anomaly detection, and to define border patter between attack and normal pattern. In experimental results show that our approach improve the performance against existing attacks and new attacks, from 0.62 to 0.84 about 35%.

Keywords

References

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