-
Notifications
You must be signed in to change notification settings - Fork 34
/
run_boundary_exp_ids_infiltration.sh
executable file
·24 lines (24 loc) · 1.48 KB
/
run_boundary_exp_ids_infiltration.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
#### use boundary-based method as the explanation #######
mkdir -p logs/IDS_new_Infilteration/ && \
nohup python -u main.py \
--data IDS_new_Infilteration \
--newfamily-label 3 \
-c mlp \
--mlp-retrain 0 \
--mlp-hidden 30 \
--mlp-lr 0.001 \
--mlp-batch-size 256 \
--mlp-epochs 30 \
--mlp-dropout 0.2 \
--cae-hidden 64-32-16 \
--cae-lr 0.0001 \
--cae-batch-size 512 \
--cae-lambda-1 1e-1 \
--similar-ratio 0.25 \
--margin 10.0 \
--display-interval 1 \
--mad-threshold 3.5 \
--stage explanation \
--exp-lambda-1 1e-3 \
--exp-method approximation_loose \
> logs/IDS_new_Infilteration/mlp_$(date "+%m.%d-%H.%M.%S")_exp_approximation_loose.log &