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Volumn 49, Issue , 2016, Pages 81-91

Intrusion detection model using chi square feature selection and modified Naïve Bayes classifier

Author keywords

Accuracy; Chi square; Feature selection; Intrusion detection system; Linear discriminant analysis; Modified na ve bayes

Indexed keywords

BIG DATA; CLASSIFICATION (OF INFORMATION); CLOUD COMPUTING; COMPUTER CRIME; DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; MERCURY (METAL); PERSONAL COMPUTING; SODIUM;

EID: 84959283089     PISSN: 21903018     EISSN: 21903026     Source Type: Book Series    
DOI: 10.1007/978-3-319-30348-2_7     Document Type: Conference Paper
Times cited : (22)

References (20)
  • 6
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    • A K-mean and Naïve Bayes learning approach for better intrusion detection
    • Muda, Z., Yassin, W., Sulaiman, M.N., Udzir, N.I.: A K-mean and Naïve Bayes learning approach for better intrusion detection. Inf. Technol. J. 10(3), 648–655 (2011)
    • (2011) Inf. Technol. J , vol.10 , Issue.3 , pp. 648-655
    • Muda, Z.1    Yassin, W.2    Sulaiman, M.N.3    Udzir, N.I.4
  • 8
    • 79960370331 scopus 로고    scopus 로고
    • Combining Naïve Bayes and decision tree for adaptive intrusion detection
    • Ferid, D.M.D., Harbi, N.: Combining Naïve Bayes and decision tree for adaptive intrusion detection. Int. J. Netw. Secur. Appl. (IJNSA) 2, 189–196 (2010)
    • (2010) Int. J. Netw. Secur. Appl. (IJNSA) , vol.2 , pp. 189-196
    • Ferid, D.M.D.1    Harbi, N.2
  • 10
    • 84874149164 scopus 로고    scopus 로고
    • Intrusion detection using Naïve Bayes classifier with feature reduction
    • Mukherjee, S., Sharma, N.: Intrusion detection using Naïve Bayes classifier with feature reduction. C3IT-2012 Procedia Technol 4, 119–128 (2012)
    • (2012) C3IT-2012 Procedia Technol , vol.4 , pp. 119-128
    • Mukherjee, S.1    Sharma, N.2
  • 11
    • 85020189696 scopus 로고    scopus 로고
    • Improving accuracy of intrusion detection model using PCA and optimized SVM
    • Accepted manuscript
    • Thaseen, I.S., Kumar, Ch. A.: Improving accuracy of intrusion detection model using PCA and optimized SVM. CIT J. Comput. Inf. Technol. (Accepted manuscript, 2015)
    • (2015) CIT J. Comput. Inf. Technol
    • Thaseen, I.S.1    Kumar, C.A.2
  • 15
    • 33646697374 scopus 로고    scopus 로고
    • Independent comparative study of PCA, ICA and LDA on the FERET data set
    • Delac, Kresimir, Grgic, Mislav, Grgic, Sonja: Independent comparative study of PCA, ICA and LDA on the FERET data set. Int. J. Imaging Syst. Technol. 15(5), 252–260 (2005)
    • (2005) Int. J. Imaging Syst. Technol , vol.15 , Issue.5 , pp. 252-260
    • Delac, K.1    Grgic, M.2    Grgic, S.3
  • 18
    • 84977862277 scopus 로고    scopus 로고
    • KDD. (1999). Available at http://kdd.ics.uci.edu/databases/-kddcup99/kddcup99.html
    • (1999)
    • KDD1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.