Datasets:
Tasks:
Tabular Classification
Modalities:
Tabular
Sub-tasks:
tabular-multi-class-classification
Languages:
English
Size:
1M<n<10M
Tags:
anomaly-detection
continual-learning
continual-anomaly-detection
network-intrusion-detection
cybersecurity
tabular
License:
| { | |
| "source": "data.csv", | |
| "task_id_column": "task_name", | |
| "orderings": [ | |
| { | |
| "name": "curriculum_asc", | |
| "task_sequence": [ | |
| "cicids2017_5", | |
| "cicids2017_2", | |
| "cicids2017_0", | |
| "cicids2017_3", | |
| "cicids2017_4", | |
| "cicids2017_1" | |
| ] | |
| }, | |
| { | |
| "name": "curriculum_desc", | |
| "task_sequence": [ | |
| "cicids2017_1", | |
| "cicids2017_4", | |
| "cicids2017_3", | |
| "cicids2017_0", | |
| "cicids2017_2", | |
| "cicids2017_5" | |
| ] | |
| }, | |
| { | |
| "name": "generalization_desc", | |
| "task_sequence": [ | |
| "cicids2017_4", | |
| "cicids2017_3", | |
| "cicids2017_0", | |
| "cicids2017_2", | |
| "cicids2017_5", | |
| "cicids2017_1" | |
| ] | |
| }, | |
| { | |
| "name": "generalization_asc", | |
| "task_sequence": [ | |
| "cicids2017_1", | |
| "cicids2017_5", | |
| "cicids2017_2", | |
| "cicids2017_0", | |
| "cicids2017_3", | |
| "cicids2017_4" | |
| ] | |
| }, | |
| { | |
| "name": "smooth_drift", | |
| "task_sequence": [ | |
| "cicids2017_5", | |
| "cicids2017_1", | |
| "cicids2017_4", | |
| "cicids2017_0", | |
| "cicids2017_2", | |
| "cicids2017_3" | |
| ] | |
| }, | |
| { | |
| "name": "abrupt_drift", | |
| "task_sequence": [ | |
| "cicids2017_4", | |
| "cicids2017_5", | |
| "cicids2017_3", | |
| "cicids2017_1", | |
| "cicids2017_2", | |
| "cicids2017_0" | |
| ] | |
| } | |
| ] | |
| } |