APRP: An Anonymous Propagation Method in Bitcoin Network
Abstract
Due to little attention given to anonymous protection against eavesdropping attacks in Bitcoin network, this paper initiatively proposes a solution to Bitcoin anonymization based on network structure. We first present a general adversarial network model for formulizing deanonymization attack, then present a novel propagation method APRP(Adaptive PageRank Propagation) that adopts PageRank as propagation delay factor and constantly adjusts PR-value of nodes to adapt to network dynamics. Experiments on both simulated and real Bitcoin networks confirm the superiority of APRP in terms of 20-50% performance enhancement under various deanonymization attacks.
Cite
Text
Yao et al. "APRP: An Anonymous Propagation Method in Bitcoin Network." AAAI Conference on Artificial Intelligence, 2019. doi:10.1609/AAAI.V33I01.330110073Markdown
[Yao et al. "APRP: An Anonymous Propagation Method in Bitcoin Network." AAAI Conference on Artificial Intelligence, 2019.](https://mlanthology.org/aaai/2019/yao2019aaai-aprp/) doi:10.1609/AAAI.V33I01.330110073BibTeX
@inproceedings{yao2019aaai-aprp,
title = {{APRP: An Anonymous Propagation Method in Bitcoin Network}},
author = {Yao, Yuhang and Zeng, Xiao and Cao, Tianyue and Fu, Luoyi and Wang, Xinbing},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {2019},
pages = {10073-10074},
doi = {10.1609/AAAI.V33I01.330110073},
url = {https://mlanthology.org/aaai/2019/yao2019aaai-aprp/}
}