Research Article

Defending Malicious Script Attacks Using Machine Learning Classifiers

Table 5

Complete feature list.

()Number_Of_Redirections
()Difference_In_Redirections
()Number_Of_Instantiated_Objects
()Difference_In_Instantiated_Objects
()Length_Of_Longest_Single_Evaluated_Code
()Total_Bytes_Of_Evaluated_Code
()Total_Bytes_Allocated
()Number_Of_Executions
()Length_Of_Longest_Unprintable_String
()Number_Of_Unprintable_Strings
()Ratio_Of_Definitions_To_Uses
()Length_Of_Method_Call_Parameter
()Total_Number_Of_Method_Calls
()Memory_Overflow_Occured
()Unprintable_String_Used_For_Instantiated_Object_Parameter
()Unprintable_Strings_AND/OR_Redirects
()Method_Cal
()open
()run
()Savetofile
()Send
()Setattribute
()Write
()timespanformat
()shellexecute
()playerproperty
()uploadlogs
()hgs_startnotify
()downloadandinstall
()getvariable
()linksbicons
()openurl
()getresponseheader
()keyframe
()setrequestheader
()Setslice
()buildpath
()getspecialfolder
()environment
()rawparse
()iestartnative
()setformatlikesample
()createobject
()specialfolders
()replace
()createnewfoldername
()addevent
()isversionsupported
()split
()new
()evaluate
()msdatasourceobject
()allowscriptaccess
()concat
()url
()mode
()type
()Import
()close
()allowcontextmenu
()cachefolder
()compressedpath
()console
()printsnapshot
()shownavigationbuttons
()snapshotpath
()wkspictureinterface
()zoom
()script_Size
()intent