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Volumn 61, Issue , 2014, Pages 99-117

Towards neural network based malware detection on android mobile devices

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EID: 84927636536     PISSN: 15682633     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-10374-7_7     Document Type: Article
Times cited : (25)

References (24)
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    • What is Android? http://android.pk/android.html
  • 2
    • 85066544331 scopus 로고    scopus 로고
    • Smartphones account for half of all mobile phones, dominate new phone purchases in the us. http://www.nielsen.com/us/en/newswire/2012/smartphones-account-for-half-of-all-mobile-phonesdominate- new-phone-purchases-inhtml
  • 5
    • 0036129263 scopus 로고    scopus 로고
    • A General Backpropagation Algorithm for Feedforward Neural Networks Learning
    • X. Yu, M. O. Efe, and O. Kaynak: A General Backpropagation Algorithm for Feedforward Neural Networks Learning. In IEEE Transactions on Neural Net- works, vol. 13, pp. 251-254 (2002)
    • (2002) IEEE Transactions on Neural Net- Works , vol.13 , pp. 251-254
    • Yu, X.1    Efe, M.O.2    Kaynak, O.3
  • 6
    • 0038721679 scopus 로고    scopus 로고
    • A Generalized Feedforward Neural Network Architecture for Classifi cation and Regression
    • G. Arulampalam and A. Bouzerdoum: A Generalized Feedforward Neural Network Architecture for Classifi cation and Regression. In Journal of Neural Networks, vol. 16, pp. 561-568 (2003)
    • (2003) Journal of Neural Networks , vol.16 , pp. 561-568
    • Arulampalam, G.1    Bouzerdoum, A.2
  • 7
    • 0033990683 scopus 로고    scopus 로고
    • A Weight Initialization Method for Improving Training Speed in Feedforward Neural Network
    • J. Y. F. Yam and T. W. S. Chow: A Weight Initialization Method for Improving Training Speed in Feedforward Neural Network. In Neurocomputing, vol. 30, pp. 219-232 (2000)
    • (2000) Neurocomputing , vol.30 , pp. 219-232
    • Yam, J.1    Chow, T.W.2
  • 8
    • 0002848484 scopus 로고
    • On Training Feedforward Neural Networks
    • S. Kak: On Training Feedforward Neural Networks. In Pramana-Journal of Physics, vol. 40, pp. 35-42 (1993)
    • (1993) Pramana-Journal of Physics , vol.40 , pp. 35-42
    • Kak, S.1
  • 14
    • 77952924818 scopus 로고    scopus 로고
    • Effi cient Signature based Malware Detection on Mobile Devices
    • D. Venugopal and G. Hu: Effi cient Signature based Malware Detection on Mobile Devices. In Journal of Mobile Information Systems, vol. 4, no. 1, pp. 33-49 (2008)
    • (2008) Journal of Mobile Information Systems , vol.4 , Issue.1 , pp. 33-49
    • Venugopal, D.1    Hu, G.2
  • 20
    • 84879303025 scopus 로고    scopus 로고
    • Performance Evaluation on Permission-based Detection for Android Malware
    • C.-Y. Huang, Y.-T. Tsai, and C.-H. Hsu: Performance Evaluation on Permission-based Detection for Android Malware. In Springer Berlin Heidelberg, pp. 111-120 (2013)
    • (2013) Springer Berlin Heidelberg , pp. 111-120
    • Huang, C.-Y.1    Tsai, Y.-T.2    Hsu, C.-H.3
  • 24
    • 74049104498 scopus 로고    scopus 로고
    • Neural Network and Artifi cial Immune Systems for Malware and Network Intrusion Detection
    • Springer
    • V. Golovko, S. Bezobrazov, P. Kachurka, and L. Vaitsekhovich: Neural Network and Artifi cial Immune Systems for Malware and Network Intrusion Detection. In Advances in Machine Learning II. Springer, pp. 485-513 (2010).
    • (2010) Advances in Machine Learning II , pp. 485-513
    • Golovko, V.1    Bezobrazov, S.2    Kachurka, P.3    Vaitsekhovich, L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.