Intrusion Detection System using Memtic Algorithm Supporting with Genetic and Decision Tree Algorithms
This paper has proposed a technique of combining Decision Tree, Genetic Algorithm, DT-GA and Memtic algorithm to find more accurate models for fitting the behavior of network intrusion detection system. We simulate this sort of integrated algorithm and the results obtained with encouragement to further work.
Keywords: ,DT,GA,memtic,hostbased IDS, network based IDS.
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ABOUT THE AUTHORS
K. P. Kaliyamurthie
Mr.K.P.Kaliyamurthie received B.E (CSE) degree from Bharathidasan University in 1990 and M.Tech(CSE) from Bharath University in 2007. I am pursuing Ph.D Degree in Computer Science and Engineering since 2008 from Bharath University,Chennai. I am having 20 years of teaching experience ,currently I am working as a Asst.Prof in Bharath University,Chennai. I have published several papers on national , international journal and conferences
D. Parameswari
Ms.D.Parameswari received B.Sc (CSE) degree from Bharathidasan University in 1994 and M.Sc(CS) from Bharathidasan University in 1996,MPhil (CS)2003 and MCA degree 2009 from Manonmaniam Sundarnar university.I am pursuing Ph.D Degree in Computer in Mother Teresa Womens University, Kodaikanal.I am having 15 years of teaching experience ,currently I am working as a Asst.Prof in Jerusalem College of Engineering,Chennai. I have published several papers on national , international journal and conferences.
R. M. Suresh
Dr. R.M.Suresh , a versatile and active personality is known for his enterprising spirit. After completing his B.E in CSE from Bharathidasan University in 1989 and M.Tech in Computer Engineering from Mysore University in 1992 he went ahead to complete his PhD in Computer science and Engineering in the year 2001. He is in teaching profession for the past 19 years. He initially served as a lecturer in CSE Department of Manonmaniam Sundaranar University for a decade and moved ahead to RMK group of institution. He is currently serving also as Associate Dean (R & D) and Vice Principal of this College. He has published 10 papers in International journals and presented 85 papers in refereed national & International Conferences and has written a book in Tamil “C – Programming” supported by Tamil Nadu Govt. He has conducted 5 summer/winter schools and more than 20 conferences and workshops. He is currently guiding 12 PhD scholars and has already guided more than 24 M.Phil scholars, 26 M.Es, in the preparation of Thesis. He is a member of IEEE, CSI, ISTE, INFITT; IASTE etc .His contribution to the academia is quite significant
K. P. Kaliyamurthie
Mr.K.P.Kaliyamurthie received B.E (CSE) degree from Bharathidasan University in 1990 and M.Tech(CSE) from Bharath University in 2007. I am pursuing Ph.D Degree in Computer Science and Engineering since 2008 from Bharath University,Chennai. I am having 20 years of teaching experience ,currently I am working as a Asst.Prof in Bharath University,Chennai. I have published several papers on national , international journal and conferences
D. Parameswari
Ms.D.Parameswari received B.Sc (CSE) degree from Bharathidasan University in 1994 and M.Sc(CS) from Bharathidasan University in 1996,MPhil (CS)2003 and MCA degree 2009 from Manonmaniam Sundarnar university.I am pursuing Ph.D Degree in Computer in Mother Teresa Womens University, Kodaikanal.I am having 15 years of teaching experience ,currently I am working as a Asst.Prof in Jerusalem College of Engineering,Chennai. I have published several papers on national , international journal and conferences.
R. M. Suresh
Dr. R.M.Suresh , a versatile and active personality is known for his enterprising spirit. After completing his B.E in CSE from Bharathidasan University in 1989 and M.Tech in Computer Engineering from Mysore University in 1992 he went ahead to complete his PhD in Computer science and Engineering in the year 2001. He is in teaching profession for the past 19 years. He initially served as a lecturer in CSE Department of Manonmaniam Sundaranar University for a decade and moved ahead to RMK group of institution. He is currently serving also as Associate Dean (R & D) and Vice Principal of this College. He has published 10 papers in International journals and presented 85 papers in refereed national & International Conferences and has written a book in Tamil “C – Programming” supported by Tamil Nadu Govt. He has conducted 5 summer/winter schools and more than 20 conferences and workshops. He is currently guiding 12 PhD scholars and has already guided more than 24 M.Phil scholars, 26 M.Es, in the preparation of Thesis. He is a member of IEEE, CSI, ISTE, INFITT; IASTE etc .His contribution to the academia is quite significant
