How to Effectively Collect and Process Network Data for Intrusion Detection?

. 2021 Nov 18;23(11):1532. doi: 10.3390/e23111532

Algorithm 1 The process of extracting and splitting a dataset.

Require: $d a t a s e t s [D 1, D 2, D 3, D 4, D 5]$
$t r a i n D a t a s e t, t e s t D a t a s e t = d i v i d i n g_t h e_s e t_i n_a_r a t i o_o f_70_t o_30$
$s u b D a t a s e t = [10, 100, 500, 1000, 2000, 10000, 20000, 30000, N]$
$t e m p D a t a s e t = []$
for each $d \in t r a i n D a t a s e t$ do
for each $s i z e \in s u b D a t a s e t$ do
$t e m p D a t a s e t = d [s i z e] + t e m p D a t a s e t$
$d = d - t e m p D a t a s e t$
end for
end for