DDoS Attack Tracking Using Multi-Round Iterative Viterbi Algorithm in Satellite Internet

被引:0
|
作者
Guo, Wei [1 ,2 ,3 ]
Xu, Jin [4 ]
Pei, Yukui [4 ,5 ]
Yin, Liuguo [4 ]
Feng, Wei [1 ,4 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[2] China Telecom Cybersecur Technol Co Ltd, Beijing, Peoples R China
[3] China Telecom Co Ltd, Operat Ctr Network Secur Prod, Beijing, Peoples R China
[4] Beijing Natl Res Ctr Informat Sci & Technol, Beijing 100084, Peoples R China
[5] Res Inst Tsinghua, Guangzhou 510530, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
DDoS tracking; iterative Viterbi algorithm; satellite Internet; 6G; UAV COMMUNICATIONS; SECURITY; NETWORK;
D O I
10.23919/JCC.ja.2023-0046
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Satellite Internet (SI) provides broadband access as a critical information infrastructure in 6G. However, with the integration of the terrestrial Internet, the influx of massive terrestrial traffic will bring significant threats to SI, among which DDoS attack will intensify the erosion of limited bandwidth resources. Therefore, this paper proposes a DDoS attack tracking scheme using a multi-round iterative Viterbi algorithm to achieve high-accuracy attack path reconstruction and fast internal source locking, protecting SI from the source. Firstly, to reduce communication overhead, the logarithmic representation of the traffic volume is added to the digests after modeling SI, generating the lightweight deviation degree to construct the observation probability matrix for the Viterbi algorithm. Secondly, the path node matrix is expanded to multi-index matrices in the Viterbi algorithm to store index information for all probability values, deriving the path with non-repeatability and maximum probability. Finally, multiple rounds of iterative Viterbi tracking are performed locally to track DDoS attack based on trimming tracking results. Simulation and experimental results show that the scheme can achieve 96.8% tracking accuracy of external and internal DDoS attack at 2.5 seconds, with the communication overhead at 268KB/s, effectively protecting the limited bandwidth resources of SI.
引用
收藏
页码:148 / 163
页数:16
相关论文
共 50 条
  • [1] DDoS Attack Tracking Using Multi-Round Iterative Viterbi Algorithm in Satellite Internet
    Guo Wei
    Xu Jin
    Pei Yukui
    Yin Liuguo
    Feng Wei
    China Communications, 2025, 22 (03) : 148 - 163
  • [2] Multi-Round Iterative Retrieval Algorithm for Parsing Question-Answering Process
    Changshun Z.
    Wenhao Y.
    Shan Z.
    Shengrong G.
    Data Analysis and Knowledge Discovery, 2024, 8 (03) : 120 - 131
  • [3] A Multi-round Side Channel Attack on AES Using Belief Propagation
    Le Bouder, Helene
    Lashermes, Ronan
    Linge, Yanis
    Thomas, Gael
    Zie, Jean-Yves
    FOUNDATIONS AND PRACTICE OF SECURITY, FPS 2016, 2017, 10128 : 199 - 213
  • [4] TPT: A Scalable Traffic Path Tracking Scheme Using Improved Viterbi Algorithm in Satellite Internet
    Guo, Wei
    Xu, Jin
    Pei, Yukui
    Yin, Liuguo
    2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 5522 - 5527
  • [5] Quantum Multi-Round Resonant Transition Algorithm
    Yang, Fan
    Chen, Xinyu
    Zhao, Dafa
    Wei, Shijie
    Wen, Jingwei
    Wang, Hefeng
    Xin, Tao
    Long, Guilu
    ENTROPY, 2023, 25 (01)
  • [6] Collection-aware multi-round scheduling algorithm
    Zhao, Ming-Yu
    Zhang, Tian-Wen
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2008, 40 (05): : 745 - 749
  • [7] Research on Genetic Algorithm and Nash Equilibrium in Multi-Round Procurement
    Bao Ngoc Trinh
    Quyet Thang Huynh
    Thuy Linh Nguyen
    NEW TRENDS IN INTELLIGENT SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES, 2017, 297 : 51 - 64
  • [8] An algorithm of multi-round task scheduling in wireless sensor networks
    Dai, Liang
    Shen, Zhong
    Chang, Yilin
    Zhang, Ying
    Yan, Zhongjiang
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2010, 44 (06): : 27 - 32
  • [9] A Novel Algorithm for DoS and DDoS attack detection in Internet Of Things
    Kajwadkar, Shruti
    Jain, Vinod Kumar
    2018 CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (CICT'18), 2018,
  • [10] Parallel Transferable Uniform Multi-Round Algorithm for Minimizing Makespan
    Yamamoto, Hiroshi
    Tsuru, Masato
    Yamazaki, Katsuyuki
    Oie, Yuji
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2012, E95B (05) : 1669 - 1678