Generous or Selfish? Weighing Transaction Forwarding Against Malicious Attacks in Payment Channel Networks  

作　　者：Yi Qin Qin Hu Dong-Xiao Yu Xiu-Zhen Cheng 秦毅;Qin Hu;于东晓;成秀珍(School of Computer Science and Technology,Shandong University,Qingdao 266237,China;Department of Computer and Information Science,Indiana University-Purdue University Indianapolis,Indianapolis 46202,U.S.A.)

机构地区：[1]School of Computer Science and Technology,Shandong University,Qingdao 266237,China [2]Department of Computer and Information Science,Indiana University-Purdue University Indianapolis,Indianapolis 46202,U.S.A.

出　　处：《Journal of Computer Science & Technology》2022年第4期888-905,共18页计算机科学技术学报（英文版）

基　　金：The work was partially supported by the National Key Research and Development Program of China under Grant No.2019YFB2102600;the National Natural Science Foundation of China under Grant Nos.62122042,61971269 and 61832012.

摘　　要：Scalability has long been a major challenge of cryptocurrency systems,which is mainly caused by the delay in reaching consensus when processing transactions on-chain.As an effective mitigation approach,the payment channel networks(PCNs)enable private channels among blockchain nodes to process transactions off-chain,relieving long-time waiting for the online transaction confirmation.The state-of-the-art studies of PCN focus on improving the efficiency and availability via optimizing routing,scheduling,and initial deposits,as well as preventing the system from security and privacy attacks.However,the behavioral decision dynamics of blockchain nodes under potential malicious attacks is largely neglected.To fill this gap,we employ the game theory to study the characteristics of channel interactions from both the micro and macro perspectives under the situation of channel depletion attacks.Our study is progressive,as we conduct the game-theoretic analysis of node behavioral characteristics from individuals to the whole population of PCN.Our analysis is complementary,since we utilize not only the classic game theory with the complete rationality assumption,but also the evolutionary game theory considering the limited rationality of players to portray the evolution of PCN.The results of numerous simulation experiments verify the effectiveness of our analysis.

关 键 词：blockchain payment channel network game theory 

分 类 号：TN91[电子电信—通信与信息系统]