BattleTag/JANUS
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Initial commit: code, paper, small artifacts

Browse Source
This commit is contained in:
BattleTag
2026-05-07 20:47:30 +08:00
commit fae2db8cff
322 changed files with 33159 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

42
Mixed_CFM/configs/cicddos2019_ac_combo_seed42.yaml Normal file
View File

@@ -0,0 +1,42 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_cicddos2019_seed42
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 10000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

42
Mixed_CFM/configs/cicddos2019_ac_combo_seed43.yaml Normal file
View File

@@ -0,0 +1,42 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_cicddos2019_seed43
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 10000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

42
Mixed_CFM/configs/cicddos2019_ac_combo_seed44.yaml Normal file
View File

@@ -0,0 +1,42 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_cicddos2019_seed44
source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicddos2019/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
val_cap: 20000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 10000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

40
Mixed_CFM/configs/cicids2017_ac_combo_seed42.yaml Normal file
View File

@@ -0,0 +1,40 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_cicids2017_seed42
packets_npz: /home/chy/JANUS/datasets/cicids2017/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/cicids2017/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicids2017/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

40
Mixed_CFM/configs/cicids2017_ac_combo_seed43.yaml Normal file
View File

@@ -0,0 +1,40 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_cicids2017_seed43
packets_npz: /home/chy/JANUS/datasets/cicids2017/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/cicids2017/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicids2017/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

40
Mixed_CFM/configs/cicids2017_ac_combo_seed44.yaml Normal file
View File

@@ -0,0 +1,40 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_cicids2017_seed44
packets_npz: /home/chy/JANUS/datasets/cicids2017/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/cicids2017/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/cicids2017/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

44
Mixed_CFM/configs/ciciot2023_ac_combo_seed42.yaml Normal file
View File

@@ -0,0 +1,44 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_ciciot2023_seed42
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
device: auto
reference_mode: causal_packets

44
Mixed_CFM/configs/ciciot2023_ac_combo_seed43.yaml Normal file
View File

@@ -0,0 +1,44 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_ciciot2023_seed43
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
device: auto
reference_mode: causal_packets

44
Mixed_CFM/configs/ciciot2023_ac_combo_seed44.yaml Normal file
View File

@@ -0,0 +1,44 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_ciciot2023_seed44
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
device: auto
reference_mode: causal_packets

42
Mixed_CFM/configs/ciciot2023_seed42.yaml Normal file
View File

@@ -0,0 +1,42 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_c_mixed_ciciot2023_seed42
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
device: auto

42
Mixed_CFM/configs/ciciot2023_seed43.yaml Normal file
View File

@@ -0,0 +1,42 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_c_mixed_ciciot2023_seed43
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
device: auto

42
Mixed_CFM/configs/ciciot2023_seed44.yaml Normal file
View File

@@ -0,0 +1,42 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_c_mixed_ciciot2023_seed44
source_store: /home/chy/JANUS/datasets/ciciot2023/processed/full_store
flows_parquet: /home/chy/JANUS/datasets/ciciot2023/processed/full_store/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/ciciot2023/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: normal
val_cap: 10000
attack_cap: 20000
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
device: auto

40
Mixed_CFM/configs/iscxtor2016_ac_combo_seed42.yaml Normal file
View File

@@ -0,0 +1,40 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_iscxtor2016_seed42
packets_npz: /home/chy/JANUS/datasets/iscxtor2016/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/iscxtor2016/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/iscxtor2016/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 42
data_seed: 42
train_ratio: 0.8
benign_label: nontor
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

40
Mixed_CFM/configs/iscxtor2016_ac_combo_seed43.yaml Normal file
View File

@@ -0,0 +1,40 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_iscxtor2016_seed43
packets_npz: /home/chy/JANUS/datasets/iscxtor2016/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/iscxtor2016/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/iscxtor2016/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 43
data_seed: 43
train_ratio: 0.8
benign_label: nontor
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto

40
Mixed_CFM/configs/iscxtor2016_ac_combo_seed44.yaml Normal file
View File

@@ -0,0 +1,40 @@
save_dir: /home/chy/JANUS/artifacts/route_comparison/route_ac_combo_iscxtor2016_seed44
packets_npz: /home/chy/JANUS/datasets/iscxtor2016/processed/packets.npz
flows_parquet: /home/chy/JANUS/datasets/iscxtor2016/processed/flows.parquet
flow_features_path: /home/chy/JANUS/datasets/iscxtor2016/processed/flow_features.parquet
flow_features_align: auto
T: 64
n_train: 10000
min_len: 2
seed: 44
data_seed: 44
train_ratio: 0.8
benign_label: nontor
d_model: 128
n_layers: 4
n_heads: 4
mlp_ratio: 4.0
time_dim: 64
token_dim:
batch_size: 256
num_workers: 0
epochs: 50
lr: 3.0e-4
weight_decay: 0.01
grad_clip: 1.0
eval_every: 10
eval_n: 20000
eval_batch_size: 512
eval_n_steps: 8
sigma: 0.1
use_ot: true
lambda_disc: 1.0
reference_mode: causal_packets
device: auto