Detecting Cyber-Attacks on Wireless Mobile Networks Using Multicriterion Fuzzy Classifier with Genetic Attribute Selection

Algorithm 1

Composing of PROAFTN’s prototypes (classification model).

(1) prototype’s index

(2) : class index

(3) : attribute’s index

(4) Select threshold for interval selection

(5) Generate intervals using a discretization technique

(6) Apply greedy hill climbing approach to select most relevant subsets

(7) for each class do

(8)  for each attribute   do

(9)   for every value in attribute   do

(10)     Recursively check all values in the next attribute

(11)    if Frequency of values   then

(12)     Choose intervals for prototype

(13)    else

(14)     Discard interval and go next (i.e., )

(15)    end if

(16)   end for

(17)  end for

(18) end for