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Blockchain Technologies: Probability of Double-Spend Attack on a Proof-of-Stake Consensus.
Mikolaj Karpinski1, Lyudmila Kovalchuk2,3, Roman Kochan1
1Department of Computer Science and Automatics, University of Bielsko-Biala, 43-309 Bielsko-Biala, Poland.
This study analyzes two double-spend attack strategies on proof-of-stake (PoS) consensus. We provide success probabilities to help vendors determine optimal confirmation blocks for secure transactions.
Area of Science:
- Computer Science
- Cryptography
- Distributed Systems
Background:
- Proof-of-stake (PoS) is a widely used consensus mechanism in blockchain technologies.
- Double-spend attacks pose a significant threat to the integrity of decentralized ledger systems.
- Understanding attack probabilities is crucial for enhancing network security.
Purpose of the Study:
- To analyze the success probability of two distinct double-spend attack strategies.
- To quantify the impact of network parameters and confirmation blocks on attack success.
- To provide practical insights for vendors to mitigate financial risks.
Main Methods:
- Mathematical modeling of double-spend attack scenarios.
- Probability analysis based on network variables.
- Simulation and theoretical calculations to determine success rates.
Main Results:
- Derived formulas for the success probability of each attack strategy.
- Identified key network parameters influencing attack feasibility.
- Quantified the relationship between confirmation blocks and attack deterrence.
Conclusions:
- The findings offer a quantitative basis for setting secure confirmation block thresholds.
- Vendors can leverage these results to minimize risks associated with PoS-based transactions.
- This research contributes to the ongoing effort to secure decentralized financial systems.
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