- Tytuł:
- Detection of distributed denial of service attacks for IoT-based healthcare systems
- Autorzy:
-
Kaur, Gaganjot
Gupta, Prinima - Powiązania:
- https://bibliotekanauki.pl/articles/38701793.pdf
- Data publikacji:
- 2023
- Wydawca:
- Instytut Podstawowych Problemów Techniki PAN
- Tematy:
-
software defined networking
k-nearest neighbors
distributed denial of service
DPTCM-KNN approach
SVM
sieci definiowane programowo
k-najbliższy sąsiad
rozproszona odmowa usługi - Opis:
- One of the major common assaults in the current Internet of things (IoT) network-based healthcare infrastructures is distributed denial of service (DDoS). The most challenging task in the current environment is to manage the creation of vast multimedia data from the IoT devices, which is difficult to be handled solely through the cloud. As the software defined networking (SDN) is still in its early stages, sampling-oriented measurement techniques used today in the IoT network produce low accuracy, increased memory usage, low attack detection, higher processing and network overheads. The aim of this research is to improve attack detection accuracy by using the DPTCM-KNN approach. The DPTCMKNN technique outperforms support vector machine (SVM), yet it still has to be improved. For healthcare systems, this work develops a unique approach for detecting DDoS assaults on SDN using DPTCM-KNN.
- Źródło:
-
Computer Assisted Methods in Engineering and Science; 2023, 30, 2; 167-186
2299-3649 - Pojawia się w:
- Computer Assisted Methods in Engineering and Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł