Wavelet change attack characteristics by attacks and Windows performance objects in .NET

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1132 Wavelet change attack characteristics by attacks and Windows performance objects
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Tables 112 116 present the number of variables with the wavelet change attack characteristics in the Paul, DoG, Haar, Daubechies, and Morlet wavelet transforms, respectively In Tables 112 116, the following notations of variable names are used
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r O1: Cache r O2: IP r O3: LogicalDisk r O4: Memory r O5: Network Interface r O6: Objects r O7: Paging File r O8: PhysicalDisk r O9: Process r O10: Processor r O11: Redirector r O12: Server r O13: System r O14: TCP r O15: Terminal Services Session
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Table 117 gives a comparison of the major ndings in the wavelet change attack characteristics based on the ve wavelet transforms
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Table 111 Examples of the wavelet change attack characteristics Attacks Apache WML WDaL+ WPH+ WPH WDL WPH WDL WPH+ WDL WML WPH+ WDL WDL ARP Distributed Fork FTP Hardware Remote Rootkit Security Software Vulnerability WDL
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WDH+ WDL+ WDL WPL WDaL
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IP\Datagrams Received Delivered/sec IP\Datagrams/sec LogicalDisk( Total)\Disk Reads/sec Memory\Demand Zero Faults/sec WDH+ Memory\Pages Input/sec Memory\Page Faults/sec WPH+ Network Interface\Packets/sec PhysicalDisk(0 C:)\Disk Read Bytes/sec Process( Total)\% User Time Process( Total)\IO Read Operations/sec Process( Total)\IO Data Operations/sec Process( Total)\IO Write Bytes/sec WML+ Process( Total)\Page Faults/sec WDL Process(Apache)\IO Read Operations/sec WPL+ Processor( Total)\% Processor Time Processor( Total)\Interrupts/sec TCP\Segments/sec Terminal Services\Total Sessions UDP\Datagrams No Port/sec
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Table 112 The number of wavelet change attack characteristics based on the Paul wavelet transform by Windows performance objects and attacks Objects O2 2 3 O3 O4 O5 O6 O7 O8 O9 O10 O11 O12 O13 O14 O15
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Total number of affected objects 4/14
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Apache
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Medium 2
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High 2 1 1 4
Distributed
5/14 2
Medium 2 2
High
1 1 3 1 3/14
Fork 1 1
Medium
High
+ + + + + + + + + + + + 1
FTP 3 1 1 1 7/14 2 1 1 2 4
9/14
Medium
1 4 12
High
Hardware 2 1 5 4 3
Medium
1 1 3 2
High 1 4 1 1 1 1 14 1 2 5 1 6
Remote 3 1 7 3 1 7 2 2 1
11/14 2 2
Medium
1 6 4
High 5 5 2 17 1 13
1 2 2 1 2 4
Rootkit
4/14
Medium
High
Security
10/14
Medium 1 2 2 1 1
High
1 1 17 95 37 38 3 66 64 29 118 6 52 34 5 3 3 5 8 1 2
+ + + + + + + + + + + + + + + 1 4 2
(Continued )
Table 112 (Continued) Objects O1 4 3 1 1 1 4 1 O2 O3 O4 O5 O6 O7 O8 O9 O10 O11 O12 O13 O14 O15
Attack
Frequency
Change
Total number of affected objects 12/14
Software
+ Medium + High + Vulnerability Low + Medium + High + Total number of affecting attacks
53 4 3 3 2 1 1 1 4 3 5 1 1 5 29 1 2 1 1 1 4 63 12 4 4 2 2 4 2 1 2 4 1 1 1 2 7 1 2 4 1 2 1 1 1 4 2 2 3 2 18 1 14 4/11 3/11 8/11 9/11 7/11 3/11 2/11 7/11 11/11 7/11 1/11 0/11 7/11 2/11 5/11
10/14
Table 113 The number of wavelet change attack characteristics based on the DoG wavelet transform by Windows performance objects and attacks Objects O2 1 1 2 1 1 1 3 1 3 O3 O4 O5 O6 O7 O8 O9 O10 O11 O12 O13 O14 O15
Attack
Frequency
Change
Total number of affected objects 9/13
Apache
Medium
High
1 2/13
ARP 1 1 2 1 1 1
1 6 4 1
Medium
High
Distributed
3/13 1
Medium 2
High
1 1 2/13
Fork
Medium 1
1 1 (Continued)
High
+ + + + + + + + + + + +
Table 113 (Continued) Objects O2 1 1 1 2 4 1 2 1 4 2 8 4 1 1 1 18 1 1 16 2 O3 O4 O5 O6 O7 O8 O9 O10 O11 O12 O13 O14 O15 2 7 1 8/13
Attack
Frequency
Change
Total number of affected objects 9/13
Medium
High
Hardware
Medium
High 1 1 1
3 1 6 13/13 3 1 1 1 1 3/13
Remote 2 2 1 4 18 2 1 5 2 1 2 1 1 1 6 11 1
Medium
1 1 2
High
Rootkit 1 2
Medium
High
+ + + + + + + + + + + + 1 2 8 63 68 1 8 4 10 49 46 23 19 39
Security 1 2 1 8 3 1 1 1 7 1
11 5 2
11 2
10/13
12/13
+ Medium + High + Software Low + Medium + High + Vulnerability Low + Medium + High + Total number of affecting attacks 1 7 2 2 1 4 1 13 2 1 1 9 72 2 2 2 9 2 1 1 1 1 1 3 2 1 3 32 1 2 6 1 2 2 5 57 4 1 2 2 1 15 1 1 1 10 1 1 5 3 1 1 21 2 1 6 1 1 5 2 2 1 1 2 4 2 1 1 1 5 2 4 20 1 12 5/11 4/11 9/11 8/11 6/11 3/11 2/11 7/11 11/11 7/11 0/11 0/11 7/11 4/11 8/11
9/13
Table 114 The number of wavelet change attack characteristics based on the Haar wavelet transform by Windows performance objects and attacks Objects O2 O3 O4 O5 O6 O7 O8 O9 O10 O11 O12 O13 O14 O15