@incollection{,
	
					
					
					4BA95B5EB5ED2049BCA27F04A04E9FAD
				,
	author={{Muchelule YusufWanjala} and {Neyole MisikoJacob} and {Jomo Kenyatta University of Agriculture and Technology 1}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}1731114
}

@book{b0,
	
	
		,
	title={{Feature deduction and ensemble design of intrusion detection systems}}
		,
	author={{
			SrilathaChebrolua
		} and {
			AjithAbrahama
		} and {
			JohnsonPThomasa
		}}
		
		
		
			,
	year={2005}
			,
	publisher={ELSEVIER}
			
		
	

}

@incollection{b1,
	
	
		,
	title={{A Review of Anomaly based Intrusion Detection Systems}}
		,
	author={{
			VJyothsna
		} and {
			VVRama Prasad
		} and {
			KPrasad
		}}
		
		
	
	
		,
	journal={{International Journal of Computer Applications}}
		
			
			,
	year={2011}
		
	

}

@incollection{b2,
	
	
		,
	title={{Anomaly Intrusion Detection System using Information Theory, K-NN and KMC Algorithms}}
		,
	author={{
			HMShirazi
		}}
	
	
		,
	journal={{Australian Journal of Basic and Applied Sciences}}
		
			
			,
	year={2009}
		
	

}

@incollection{b3,
	
	
		,
	title={{Anomalous Payloadbased Network Intrusion Detection}}
		,
	author={{
			Wang
		} and {
			S JStolfo
		}}
		
	
	
		,
	booktitle={{7th Symposium on Recent Advances in Intrusion Detection}}
				
			,
	publisher={Springer-Verlag}
			,
	year={2004}
			
		
	
	,
	note={USA: LNCS}

}

@incollection{b4,
	
	
		,
	title={{Importance of Intrusion Detection System}}
		,
	author={{
			AsmaaShaker
			
				IDS
			
		} and {
			Ashoor
			
				IDS
			
		}}
		
	
	
		,
	booktitle={{Prof. Sharad Gore.}}
		
			,
	year={2005}
		
	

}

@incollection{b5,
	
	
		,
	title={{}}
	
	
		,
	journal={{International Journal of Scientific Engineering Research}}
		
			
		
	

}

@book{b6,
	
	
		,
	title={{Anomaly-based intrusion detection system}}
		
		
			,
	year={2016. July 16th. December 20th. 2016}
		
	

}

@book{b7,
	
	
		,
	title={{Network Intrusion Detection: Evasion, Traffic Normalization, and End-to-End Protocol Semantics}}
		,
	author={{
			MarkHandley
		} and {
			VernPaxson
		} and {
			ChristianKreibich
		}}
		
		
		
			,
	year={2001}
		
	

}

@book{b8,
	
	
		,
	title={{CA 94704 USA: International Computer Science Institute}}
		,
	author={{
			Berkeley
		}}
		
	

}

@book{b9,
	
	
		,
	title={{IDFAQ: How to Evaluate Network Intrusion Detection Systems? Retrieved from SANS Technology Institute}}
		,
	author={{
			MWilkison
		}}
		
		
			,
	year={2002. June 10th}
		
	

}

@incollection{b10,
	
	
		,
	title={{Evaluating Performance of Intrusion Detection System using Support Vector Machines}}
		,
	author={{
			LeilaMohammadpour
		} and {
			MehdiHussain
		}}
		
	
	
		,
	journal={{Review. International Journal of Security and Its Applications}}
		
			
			,
	year={2015}
		
	
	,
	note={Alihossein Aryanfar, Vahid Maleki Raee and Fahad Sattar}

}

@incollection{b11,
	
	
		,
	title={{A novel hybrid KPCA and SVM with GA model for intrusion detection}}
		,
	author={{
			FKuang
		} and {
			WXu
		} and {
			SZhang
		}}
		
		
	
	
		,
	journal={{Applied Soft Computing}}
		
			
			,
	year={2014}
		
	

}

@book{b12,
	
	
		,
	author={{
			NssThe
		} and {
			Group
		}}
		
		
		,
	title={{Intrusion Detection Systems Group Test}}
				
			,
	year={2001. March 23rd}
		
		
			NSS Group
		
	

}

@book{b13,
	
	
		,
	title={{Experiences Benchmarking Intrusions Detection Systems}}
		,
	author={{
			MJRanum
		}}
		
			,
	year={2001}
			,
	publisher={NFR Security Technical Publications}
			,
	address={New York City, USA}
		
	

}

@book{b14,
	
	
		,
	title={{Using Rule-Based Activity Descriptions to Evaluate Intrusion Detection Systems}}
		,
	author={{
			DAlessandri
		}}
		RAID 2001
		
			,
	year={2001}
		
	

}

@book{b15,
	
	
		,
	author={{
			Icsa
		}}
		,
	title={{Intrusion Detection Systems. Japan: Information Technology Promotion Agency}}
				
			,
	year={2000}
		
	

}