TY - GEN
T1 - Game of coins
AU - Spiegelman, Alexander
AU - Keidar, Idit
AU - Tennenholtz, Moshe
N1 - Publisher Copyright: © 2021 IEEE.
PY - 2021/7
Y1 - 2021/7
N2 - The cryptocurrency market is blooming. Tens of new coins emerge every year and their total market cap keeps growing. The research community is trying to keep up by proposing improved mining protocols and attacking existing ones. However, surprisingly as it may sound, most existing works overlook the real-life multi-coin market, by focusing on a system with a single coin. To the best of our knowledge, this paper was the first to consider a system with many coins and strategic miners that are free to choose where to mine. We first formalize the current practice of strategic mining in multi-coin markets as a singleton weighted congestion game and prove that any better-response dynamics in such a game converges to an equilibrium. Then, in our main result, we present a reward design attack that moves the system configuration from any initial equilibrium to a desired one. The attack is executed via temporary manipulation of coin rewards, which leads strategic miners to switch between coins. It applies to any better-response dynamics of the miners. To motivate our attack we show that in any equilibrium there is always at least one miner whose profit is higher in a different one, and thus may benefit from such an attack.
AB - The cryptocurrency market is blooming. Tens of new coins emerge every year and their total market cap keeps growing. The research community is trying to keep up by proposing improved mining protocols and attacking existing ones. However, surprisingly as it may sound, most existing works overlook the real-life multi-coin market, by focusing on a system with a single coin. To the best of our knowledge, this paper was the first to consider a system with many coins and strategic miners that are free to choose where to mine. We first formalize the current practice of strategic mining in multi-coin markets as a singleton weighted congestion game and prove that any better-response dynamics in such a game converges to an equilibrium. Then, in our main result, we present a reward design attack that moves the system configuration from any initial equilibrium to a desired one. The attack is executed via temporary manipulation of coin rewards, which leads strategic miners to switch between coins. It applies to any better-response dynamics of the miners. To motivate our attack we show that in any equilibrium there is always at least one miner whose profit is higher in a different one, and thus may benefit from such an attack.
KW - Cryptocurrency
KW - Equilibrium Convergence
KW - Game Theory
UR - http://www.scopus.com/inward/record.url?scp=85117102635&partnerID=8YFLogxK
U2 - 10.1109/ICDCS51616.2021.00095
DO - 10.1109/ICDCS51616.2021.00095
M3 - منشور من مؤتمر
T3 - 2021 IEEE 41ST INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2021)
SP - 954
EP - 964
BT - Proceedings - 2021 IEEE 41st International Conference on Distributed Computing Systems, ICDCS 2021
T2 - 41st IEEE International Conference on Distributed Computing Systems, ICDCS 2021
Y2 - 7 July 2021 through 10 July 2021
ER -