{"task":"Intrusion Detection","dataset":"CICIDS2017","metric_names":["Accuracy (%)","F1 Score (Macro Avg)","Precision (Macro Avg)","Recall (Macro Avg)"],"rows":[{"id":34377,"task":"Intrusion Detection","parent_task":null,"dataset":"CICIDS2017","model_name":"K-Nearest Neighbors","metrics":{"Accuracy (%)":"98.07","F1 Score (Macro Avg)":"98.07","Precision (Macro Avg)":"98.08","Recall (Macro Avg)":"98.07"},"paper_url":"https://ieeexplore.ieee.org/document/10778716","paper_title":"Implementing Lightweight Intrusion Detection System on Resource Constrained Devices","paper_date":"2024-10-28","code_links":[{"title":"rylandtikes/Lightweight-IDS","url":"https://github.com/rylandtikes/Lightweight-IDS"}],"metrics_order":"[\"Accuracy (%)\", \"F1 Score (Macro Avg)\", \"Precision (Macro Avg)\", \"Recall (Macro Avg)\"]","area":"Natural Language Processing","uses_additional_data":0,"source":"archive","tags":[]},{"id":34378,"task":"Intrusion Detection","parent_task":null,"dataset":"CICIDS2017","model_name":"Random Forest","metrics":{"Accuracy (%)":"98.13","F1 Score (Macro Avg)":"98.13","Precision (Macro Avg)":"98.14","Recall (Macro Avg)":"98.13"},"paper_url":"https://ieeexplore.ieee.org/document/10778716","paper_title":"Implementing Lightweight Intrusion Detection System on Resource Constrained Devices","paper_date":"2024-10-28","code_links":[{"title":"rylandtikes/Lightweight-IDS","url":"https://github.com/rylandtikes/Lightweight-IDS"}],"metrics_order":"[\"Accuracy (%)\", \"F1 Score (Macro Avg)\", \"Precision (Macro Avg)\", \"Recall (Macro Avg)\"]","area":"Natural Language Processing","uses_additional_data":0,"source":"archive","tags":[]}]}