A Modified PointNet-Based DDoS Attack Classification and Segmentation in Blockchain
Jieren Cheng1,3, Xiulai Li1,2,3,4,*, Xinbing Xu2,3, Xiangyan Tang1,3, Victor S. Sheng5
Computer Systems Science and Engineering, Vol.47, No.1, pp. 975-992, 2023, DOI:10.32604/csse.2023.039280
- 26 May 2023
Abstract With the rapid development of blockchain technology, the number of distributed applications continues to increase, so ensuring the security of the network has become particularly important. However, due to its decentralized, decentralized nature, blockchain networks are vulnerable to distributed denial-of-service (DDoS) attacks, which can lead to service stops, causing serious economic losses and social impacts. The research questions in this paper mainly include two aspects: first, the classification of DDoS, which refers to detecting whether blockchain nodes are suffering DDoS attacks, that is, detecting the data of nodes in parallel; The second is the problem… More >