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cs.CR2026★ 2 cited
Proof-of-Learning with Incentive Security
Zishuo Zhao, Zhixuan Fang, Xuechao Wang +4
Most concurrent blockchain systems rely heavily on the Proof-of-Work (PoW) or Proof-of-Stake (PoS) mechanisms for decentralized consensus and security assurance. However, the subst…
cs.CR2025
It Takes Two: A Peer-Prediction Solution for Blockchain Verifier's Dilemma
Zishuo Zhao, Xi Chen, Yuan Zhou
The security of blockchain systems is fundamentally based on the decentralized consensus in which the majority of parties behave honestly, and the content verification process is e…