ablation: add Group A (aggregator) + Group B (architecture) infrastructure

Extends MixedCFMConfig with 5 backwards-compatible flags (use_flow_token,
n_packet_tokens, disc_as_cont, cont_as_disc + cont_n_bins) so existing
JANUS-full checkpoints load with 0 missing/unexpected keys.

Adds:
- 60 ablation training configs (5 variants × 4 datasets × 3 seeds)
- scripts/ablation/{generate_configs.py, run_groupB.sh, run_cross_groupB.sh,
  smoke_test.sh} — config generation + GPU drivers
- scripts/aggregate/aggregate_ablation{,_cross,_cross_B}.py — produces
  within-dataset and cross-dataset (3×3) ablation tables with 3-seed mean
  ± 95% t-CI plus optional paired DeLong p-values

README updated with ablation section pointing at
artifacts/ablation/ABLATION_SUMMARY.md.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

Mixed_CFM/configs/ablation/b1_noflow/cicddos2019_seed42.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed42_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/cicddos2019_seed43.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed43_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/cicddos2019_seed44.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed44_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/cicids2017_seed42.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed42_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/cicids2017_seed43.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed43_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/cicids2017_seed44.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed44_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/ciciot2023_seed42.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed42_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/ciciot2023_seed43.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed43_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/ciciot2023_seed44.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed44_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/iscxtor2016_seed42.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed42_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/iscxtor2016_seed43.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed43_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b1_noflow/iscxtor2016_seed44.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed44_b1_noflow
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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
+use_flow_token: false

Mixed_CFM/configs/ablation/b2_flowonly/cicddos2019_seed42.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed42_b2_flowonly
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/cicddos2019_seed43.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed43_b2_flowonly
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/cicddos2019_seed44.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed44_b2_flowonly
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/cicids2017_seed42.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed42_b2_flowonly
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/cicids2017_seed43.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed43_b2_flowonly
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/cicids2017_seed44.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed44_b2_flowonly
+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
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+eval_n: 20000
+eval_batch_size: 512
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+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/ciciot2023_seed42.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed42_b2_flowonly
+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
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+eval_every: 10
+eval_n: 20000
+eval_batch_size: 512
+eval_n_steps: 8
+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+device: auto
+reference_mode: causal_packets
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/ciciot2023_seed43.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed43_b2_flowonly
+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
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+eval_n: 20000
+eval_batch_size: 512
+eval_n_steps: 8
+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+device: auto
+reference_mode: causal_packets
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/ciciot2023_seed44.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed44_b2_flowonly
+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
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+n_train: 10000
+min_len: 2
+seed: 44
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+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
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+reference_mode: causal_packets
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/iscxtor2016_seed42.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed42_b2_flowonly
+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
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+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/iscxtor2016_seed43.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed43_b2_flowonly
+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
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+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+n_packet_tokens: 0

Mixed_CFM/configs/ablation/b2_flowonly/iscxtor2016_seed44.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed44_b2_flowonly
+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
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Mixed_CFM/configs/ablation/b3_allcont/cicddos2019_seed42.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed42_b3_allcont
+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
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+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/cicddos2019_seed43.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed43_b3_allcont
+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
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+lambda_disc: 0.0
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+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/cicddos2019_seed44.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed44_b3_allcont
+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
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Mixed_CFM/configs/ablation/b3_allcont/cicids2017_seed42.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed42_b3_allcont
+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
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+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/cicids2017_seed43.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed43_b3_allcont
+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
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Mixed_CFM/configs/ablation/b3_allcont/cicids2017_seed44.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed44_b3_allcont
+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
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+reference_mode: causal_packets
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Mixed_CFM/configs/ablation/b3_allcont/ciciot2023_seed42.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed42_b3_allcont
+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
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+reference_mode: causal_packets
+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/ciciot2023_seed43.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed43_b3_allcont
+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
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+reference_mode: causal_packets
+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/ciciot2023_seed44.yaml

@@ -0,0 +1,36 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed44_b3_allcont
+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
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+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/iscxtor2016_seed42.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed42_b3_allcont
+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
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+lambda_disc: 0.0
+reference_mode: causal_packets
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+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/iscxtor2016_seed43.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed43_b3_allcont
+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
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+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+disc_as_cont: true

Mixed_CFM/configs/ablation/b3_allcont/iscxtor2016_seed44.yaml

@@ -0,0 +1,34 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed44_b3_allcont
+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
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+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto
+disc_as_cont: true

Mixed_CFM/configs/ablation/b4_alldisc/cicddos2019_seed42.yaml

@@ -0,0 +1,37 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed42_b4_alldisc
+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: null
+batch_size: 256
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+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
+cont_as_disc: true
+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/cicddos2019_seed43.yaml

@@ -0,0 +1,37 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed43_b4_alldisc
+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
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+eval_n_steps: 8
+sigma: 0.1
+use_ot: true
+lambda_disc: 1.0
+reference_mode: causal_packets
+device: auto
+cont_as_disc: true
+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/cicddos2019_seed44.yaml

@@ -0,0 +1,37 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed44_b4_alldisc
+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
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+n_train: 10000
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+val_cap: 20000
+attack_cap: 20000
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+lambda_disc: 1.0
+reference_mode: causal_packets
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+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/cicids2017_seed42.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed42_b4_alldisc
+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
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+use_ot: true
+lambda_disc: 1.0
+reference_mode: causal_packets
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+cont_as_disc: true
+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/cicids2017_seed43.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed43_b4_alldisc
+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
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+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/cicids2017_seed44.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed44_b4_alldisc
+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
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+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/ciciot2023_seed42.yaml

@@ -0,0 +1,37 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed42_b4_alldisc
+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
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+cont_as_disc: true
+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/ciciot2023_seed43.yaml

@@ -0,0 +1,37 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed43_b4_alldisc
+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
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Mixed_CFM/configs/ablation/b4_alldisc/ciciot2023_seed44.yaml

@@ -0,0 +1,37 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed44_b4_alldisc
+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
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Mixed_CFM/configs/ablation/b4_alldisc/iscxtor2016_seed42.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed42_b4_alldisc
+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
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+n_disc_classes: 8

Mixed_CFM/configs/ablation/b4_alldisc/iscxtor2016_seed43.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed43_b4_alldisc
+packets_npz: /home/chy/JANUS/datasets/iscxtor2016/processed/packets.npz
+flows_parquet: /home/chy/JANUS/datasets/iscxtor2016/processed/flows.parquet
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Mixed_CFM/configs/ablation/b4_alldisc/iscxtor2016_seed44.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed44_b4_alldisc
+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
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Mixed_CFM/configs/ablation/b5_nodisc/cicddos2019_seed42.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed42_b5_nodisc
+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
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Mixed_CFM/configs/ablation/b5_nodisc/cicddos2019_seed43.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed43_b5_nodisc
+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
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Mixed_CFM/configs/ablation/b5_nodisc/cicddos2019_seed44.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicddos2019_seed44_b5_nodisc
+source_store: /home/chy/JANUS/datasets/cicddos2019/processed/full_store
+flows_parquet: /home/chy/JANUS/datasets/cicddos2019/processed/flows.parquet
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Mixed_CFM/configs/ablation/b5_nodisc/cicids2017_seed42.yaml

@@ -0,0 +1,33 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed42_b5_nodisc
+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
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Mixed_CFM/configs/ablation/b5_nodisc/cicids2017_seed43.yaml

@@ -0,0 +1,33 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed43_b5_nodisc
+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
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Mixed_CFM/configs/ablation/b5_nodisc/cicids2017_seed44.yaml

@@ -0,0 +1,33 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_cicids2017_seed44_b5_nodisc
+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
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+eval_n: 20000
+eval_batch_size: 512
+eval_n_steps: 8
+sigma: 0.1
+use_ot: true
+lambda_disc: 0.0
+reference_mode: causal_packets
+device: auto

Mixed_CFM/configs/ablation/b5_nodisc/ciciot2023_seed42.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed42_b5_nodisc
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+device: auto
+reference_mode: causal_packets

Mixed_CFM/configs/ablation/b5_nodisc/ciciot2023_seed43.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed43_b5_nodisc
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+device: auto
+reference_mode: causal_packets

Mixed_CFM/configs/ablation/b5_nodisc/ciciot2023_seed44.yaml

@@ -0,0 +1,35 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_ciciot2023_seed44_b5_nodisc
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+device: auto
+reference_mode: causal_packets

Mixed_CFM/configs/ablation/b5_nodisc/iscxtor2016_seed42.yaml

@@ -0,0 +1,33 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed42_b5_nodisc
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto

Mixed_CFM/configs/ablation/b5_nodisc/iscxtor2016_seed43.yaml

@@ -0,0 +1,33 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed43_b5_nodisc
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto

Mixed_CFM/configs/ablation/b5_nodisc/iscxtor2016_seed44.yaml

@@ -0,0 +1,33 @@
+save_dir: /home/chy/JANUS/artifacts/ablation/janus_iscxtor2016_seed44_b5_nodisc
+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: null
+batch_size: 256
+num_workers: 0
+epochs: 50
+lr: 0.0003
+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: 0.0
+reference_mode: causal_packets
+device: auto