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rswc
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ml-ids
Code for our bachelor's thesis, "Intusion Detection in Imbalanced and Evolving Data Streams"
MIT License
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Create LICENSE
#64
rswc
closed
7 months ago
0
Experiments for feature-set search
#63
desecnd
closed
7 months ago
0
Add option to set summary metric
#62
rswc
closed
7 months ago
0
Add reasonable summary metrics
#61
rswc
closed
7 months ago
0
Extend ARF Adapter
#60
desecnd
closed
8 months ago
0
Fix SyntheticStream Interface
#59
desecnd
closed
8 months ago
0
Bugfix lack of seed in CBCE tests
#58
desecnd
closed
8 months ago
0
Fix CBCE adapter not logging drift data
#57
rswc
closed
8 months ago
0
Bugfix: error when drift adapter is None
#56
rswc
closed
8 months ago
0
Make CBCE reset buffer after drift warning is lowered
#55
rswc
closed
8 months ago
0
Add New Year Experiments
#54
desecnd
closed
8 months ago
1
Raise sudden drift test values for stability
#53
rswc
closed
8 months ago
1
Fix incorrect FWD Init Win Bytes label
#52
desecnd
closed
8 months ago
0
CICIDS attribute selection
#51
rswc
closed
8 months ago
0
Add RBC adapter
#50
AleksanderBak
closed
8 months ago
0
Add hyperparameter search
#49
rswc
closed
8 months ago
1
Add drift detector metric update for ARF
#48
desecnd
opened
8 months ago
0
Add Unit Tests for implemented Adapters
#47
desecnd
opened
8 months ago
1
Add OB Adapter
#46
desecnd
opened
8 months ago
1
Extend ARF Adapter
#45
desecnd
closed
8 months ago
0
Add supplementary information about CICIDS
#44
desecnd
opened
8 months ago
1
Add extended Attribute selection to CICIDS
#43
desecnd
closed
8 months ago
1
Fix SyntheticStream lack of river interface
#42
desecnd
closed
8 months ago
0
Add hyperparameter search function to ExperimentRunner
#41
rswc
closed
8 months ago
0
Fix CBCE drift updates
#40
rswc
closed
8 months ago
1
Investigate CBCE drift detector updates
#39
rswc
closed
8 months ago
0
Add MOOB adapter
#38
rswc
closed
8 months ago
0
Add per-class adapter
#37
rswc
closed
8 months ago
1
Investigate CBCE drift detector behavior
#36
rswc
closed
8 months ago
1
Add drift adapters
#35
rswc
closed
8 months ago
0
Update CICIDS Preprocessing and launching Experiments
#34
desecnd
closed
8 months ago
0
Add drift detector adapter
#33
rswc
closed
8 months ago
0
Track per-class metrics
#32
rswc
closed
8 months ago
0
Resampling Bagging Classifier
#31
AleksanderBak
closed
8 months ago
0
Standardize CICIDS paths
#30
desecnd
closed
8 months ago
0
Implement MOOB
#29
AleksanderBak
closed
8 months ago
1
Track model properties
#28
rswc
closed
9 months ago
0
Control wandb logging frequency
#27
rswc
opened
9 months ago
0
Standardize CICIDS datset paths
#26
desecnd
closed
8 months ago
0
Use samples since drift warning to reinit models
#25
rswc
closed
9 months ago
0
CBCE: Buffer samples since DDM warning
#24
rswc
closed
9 months ago
0
DatasetAnalyzer for Dataset Statistics
#23
desecnd
closed
9 months ago
1
4 cicids interface
#22
AleksanderBak
closed
9 months ago
0
Track processing time
#21
rswc
opened
9 months ago
1
Track model properties
#20
rswc
closed
9 months ago
1
Dataset statistics
#19
rswc
closed
9 months ago
0
Implement Metrics
#18
desecnd
closed
9 months ago
0
Visualisation of experiment results
#17
desecnd
closed
9 months ago
1
Add experiment tracker
#16
rswc
closed
9 months ago
0
Set up experiment tracker
#15
rswc
closed
9 months ago
0
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