journal article·2024Open access

Adaptive Update Distribution Estimation under Probability Byzantine Attack

Gang Long, Zhaoxin Zhang

Computers, Materials & Continua· Volume 81· Issue 1

Abstract

The secure and normal operation of distributed networks is crucial for accurate parameter estimation. However, distributed networks are frequently susceptible to Byzantine attacks. Considering real-life scenarios, this paper ... | Find, read and cite all the research you need on Tech Science Press
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Bayesian Methods and Mixture Models · Network Security and Intrusion Detection · Chaos-based Image/Signal Encryption

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (32)

Show source-provided references
1. A trust-based reliable confident information coverage model of wireless sensor networks for intelligent transportation10.1109/TVT.2023.3253131 ↗
2. Asymptotically optimal arrival rate for IoT networks with AoI and peak AoI constraints10.1109/LCOMM.2021.3119350 ↗
3. Privacy-Preserving federated learning approach for distributed malware attacks with intermittent clients and image representation10.1109/TCE.2023.3342644 ↗
4. Distributed data-selective DLMS estimation under channel attacks10.1109/ACCESS.2019.2925009 ↗
5. NIDS-VSB: Network intrusion detection system for VANET using spark-based big data optimization and transfer learning10.1109/TCE.2023.3328320 ↗
6. Robust minimum disturbance diffusion LMS for distributed estimation
7. Secure distributed estimation under Byzantine attack and manipulation attack10.1016/j.engappai.2022.105384 ↗
8. One-step asynchronous data fusion dlms algorithm10.1109/LCOMM.2021.3049965 ↗
9. IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic10.1016/j.dcan.2023.03.008 ↗
10. Communication-reducing algorithm of distributed least mean square algorithm with neighbor-partial diffusion10.1007/s00034-020-01374-1 ↗
11. Distributed semi-supervised learning with missing data10.1109/TCYB.2020.2967072 ↗
12. Adaptive multitask clustering algorithm based on distributed diffusion least-mean-square estimation10.1016/j.ins.2022.05.074 ↗
13. Diffusion LMS strategies for distributed estimation10.1109/TSP.2009.2033729 ↗
14. Diffusion generalized maximum correntropy criterion algorithm for distributed estimation over multitask network10.1016/j.dsp.2018.02.008 ↗
15. Diffusion LMS with communication delays: Stability and performance analysis10.1109/LSP.2020.2990086 ↗
16. Multitask diffusion adaptation over networks10.1109/TSP.2014.2333560 ↗
17. Distributed estimation with adaptive cluster learning over asynchronous data fusion
18. Resilient distributed diffusion in networks with adversaries
19. Secure distributed estimation over wireless sensor networks under attacks10.1109/TAES.2018.2803578 ↗
20. Distributed estimation with cross-verification under false data-injection attacks10.1109/TCYB.2022.3197591 ↗
21. Distributed Bayesian detection in the presence of Byzantine data10.1109/TSP.2015.2450191 ↗
22. Analysis of Byzantine attack strategy for cooperative spectrum sensing10.1109/LCOMM.2020.2990869 ↗
23. Diffusion sign-error LMS algorithm: Formulation and stochastic behavior analysis10.1016/j.sigpro.2016.03.022 ↗
24. Steady-state mean-square error analysis for adaptive filtering under the maximum correntropy criterion10.1109/LSP.2014.2319308 ↗
25. Distributed estimation with novel adaptive data selection based on a cross-matching mechanism10.1007/s00034-023-02410-6 ↗
26. Byzantine-robust distributed learning: Towards optimal statistical rates
27. An adversary-resilient doubly compressed diffusion LMS algorithm for distributed estimation10.1007/s00034-022-02072-w ↗
28. Distributed decision-making for community structured networks
29. Generalized correntropy for robust adaptive filtering10.1109/TSP.2016.2539127 ↗
30. An adaptive malicious punishment over secure distributed estimation under attacks
31. Secure distributed estimation against false data injection attack10.1016/j.ins.2019.12.016 ↗
32. Diffusion least logarithmic absolute difference algorithm for distributed estimation10.1016/j.sigpro.2017.07.014 ↗