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CSAI2026 labs: Lab-2..Lab-6 (Practical + Solution, data), Module-2..Module-6 notebooks and datasets

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mikrotik
2026-10-12 19:16:14 +07:00
commit 2fefa615cc
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Lab-6/Lab-6-Solution/data/feature_manifest.csv
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feature,feature_type,model_feature
duration,numeric,True
protocol_type,categorical,True
service,categorical,True
flag,categorical,True
src_bytes,numeric,True
dst_bytes,numeric,True
land,numeric,True
wrong_fragment,numeric,True
urgent,numeric,True
hot,numeric,True
num_failed_logins,numeric,True
logged_in,numeric,True
num_compromised,numeric,True
root_shell,numeric,True
su_attempted,numeric,True
num_root,numeric,True
num_file_creations,numeric,True
num_shells,numeric,True
num_access_files,numeric,True
num_outbound_cmds,numeric,True
is_host_login,numeric,True
is_guest_login,numeric,True
count,numeric,True
srv_count,numeric,True
serror_rate,numeric,True
srv_serror_rate,numeric,True
rerror_rate,numeric,True
srv_rerror_rate,numeric,True
same_srv_rate,numeric,True
diff_srv_rate,numeric,True
srv_diff_host_rate,numeric,True
dst_host_count,numeric,True
dst_host_srv_count,numeric,True
dst_host_same_srv_rate,numeric,True
dst_host_diff_srv_rate,numeric,True
dst_host_same_src_port_rate,numeric,True
dst_host_srv_diff_host_rate,numeric,True
dst_host_serror_rate,numeric,True
dst_host_srv_serror_rate,numeric,True
dst_host_rerror_rate,numeric,True
dst_host_srv_rerror_rate,numeric,True
1 feature feature_type model_feature
2 duration numeric True
3 protocol_type categorical True
4 service categorical True
5 flag categorical True
6 src_bytes numeric True
7 dst_bytes numeric True
8 land numeric True
9 wrong_fragment numeric True
10 urgent numeric True
11 hot numeric True
12 num_failed_logins numeric True
13 logged_in numeric True
14 num_compromised numeric True
15 root_shell numeric True
16 su_attempted numeric True
17 num_root numeric True
18 num_file_creations numeric True
19 num_shells numeric True
20 num_access_files numeric True
21 num_outbound_cmds numeric True
22 is_host_login numeric True
23 is_guest_login numeric True
24 count numeric True
25 srv_count numeric True
26 serror_rate numeric True
27 srv_serror_rate numeric True
28 rerror_rate numeric True
29 srv_rerror_rate numeric True
30 same_srv_rate numeric True
31 diff_srv_rate numeric True
32 srv_diff_host_rate numeric True
33 dst_host_count numeric True
34 dst_host_srv_count numeric True
35 dst_host_same_srv_rate numeric True
36 dst_host_diff_srv_rate numeric True
37 dst_host_same_src_port_rate numeric True
38 dst_host_srv_diff_host_rate numeric True
39 dst_host_serror_rate numeric True
40 dst_host_srv_serror_rate numeric True
41 dst_host_rerror_rate numeric True
42 dst_host_srv_rerror_rate numeric True