Botnet dataset with simultaneous attack activity
The proposed dataset shows characteristics of simultaneous botnet attack activities. Botnet network traffic has sequentially interconnected as formed as bidirectional network flow (binetflow), which is combined with normal activities. The dataset is generated from a simulation process by extracting...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-12-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340922008344 |
| _version_ | 1811206196516880384 |
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| author | Muhammad Aidiel Rachman Putra Dandy Pramana Hostiadi Tohari Ahmad |
| author_facet | Muhammad Aidiel Rachman Putra Dandy Pramana Hostiadi Tohari Ahmad |
| author_sort | Muhammad Aidiel Rachman Putra |
| collection | DOAJ |
| description | The proposed dataset shows characteristics of simultaneous botnet attack activities. Botnet network traffic has sequentially interconnected as formed as bidirectional network flow (binetflow), which is combined with normal activities. The dataset is generated from a simulation process by extracting botnet pattern behaviors taken from CTU-13 and NCC datasets. The extraction results are utilized as the basis for simulations to produce a new dataset with simultaneous botnet attack activities. The term “simultaneous attack activities” refers to an attack activity that involves multiple botnets and happens at the same time. The dataset contains several botnet types distributed over three detection sensors. Each dataset has 18 network header features with a total recording duration of 8 h. The bot attack spreads must be appropriately handled by efficient processing, also known as parallel computation detection. |
| first_indexed | 2024-04-12T03:43:41Z |
| format | Article |
| id | doaj.art-eca8125152c84db3bb8be11dee959764 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-04-12T03:43:41Z |
| publishDate | 2022-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-eca8125152c84db3bb8be11dee9597642022-12-22T03:49:13ZengElsevierData in Brief2352-34092022-12-0145108628Botnet dataset with simultaneous attack activityMuhammad Aidiel Rachman Putra0Dandy Pramana Hostiadi1Tohari Ahmad2Department of Informatics, Institut Teknologi Sepuluh Nopember, Surabaya, IndonesiaDepartment of Informatics, Institut Teknologi Dan Bisnis STIKOM Bali, Bali, IndonesiaDepartment of Informatics, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia; Corresponding author.The proposed dataset shows characteristics of simultaneous botnet attack activities. Botnet network traffic has sequentially interconnected as formed as bidirectional network flow (binetflow), which is combined with normal activities. The dataset is generated from a simulation process by extracting botnet pattern behaviors taken from CTU-13 and NCC datasets. The extraction results are utilized as the basis for simulations to produce a new dataset with simultaneous botnet attack activities. The term “simultaneous attack activities” refers to an attack activity that involves multiple botnets and happens at the same time. The dataset contains several botnet types distributed over three detection sensors. Each dataset has 18 network header features with a total recording duration of 8 h. The bot attack spreads must be appropriately handled by efficient processing, also known as parallel computation detection.http://www.sciencedirect.com/science/article/pii/S2352340922008344Botnet datasetBot group activitiesBot communication behaviorInfrastructureNetwork security |
| spellingShingle | Muhammad Aidiel Rachman Putra Dandy Pramana Hostiadi Tohari Ahmad Botnet dataset with simultaneous attack activity Data in Brief Botnet dataset Bot group activities Bot communication behavior Infrastructure Network security |
| title | Botnet dataset with simultaneous attack activity |
| title_full | Botnet dataset with simultaneous attack activity |
| title_fullStr | Botnet dataset with simultaneous attack activity |
| title_full_unstemmed | Botnet dataset with simultaneous attack activity |
| title_short | Botnet dataset with simultaneous attack activity |
| title_sort | botnet dataset with simultaneous attack activity |
| topic | Botnet dataset Bot group activities Bot communication behavior Infrastructure Network security |
| url | http://www.sciencedirect.com/science/article/pii/S2352340922008344 |
| work_keys_str_mv | AT muhammadaidielrachmanputra botnetdatasetwithsimultaneousattackactivity AT dandypramanahostiadi botnetdatasetwithsimultaneousattackactivity AT tohariahmad botnetdatasetwithsimultaneousattackactivity |