Publications in Google Scholar and DBLP.

  • LedgerHedger: Gas Reservation for Smart-Contract Security
    Itay Tsabary, Alex Manuskin, Roi Bar-Zur and Ittay Eyal
    Financial Cryptography and Data Security 2024
    A smart contract secured by a game theoretic analysis, enabling the reservation of future gas for timely transaction confirmation on the blockchain.
    Paper
  • Deep Bribe: Predicting the Rise of Bribery in Blockchain Mining with Deep RL
    Roi Bar-Zur*, Danielle Dori*, Sharon Vardi*, Ittay Eyal and Aviv Tamar (*Equal contribution)
    Deep Learning S&P Workshop ‘23 (co-located with IEEE S&P)
    Using deep RL to show that Nakamoto based blockchains become more vulnerable to selfish mining when petty compliant miners are present.
    Paper Code
  • WeRLman: To Tackle Whale (Transactions), Go Deep (RL)
    Roi Bar-Zur, Ameer Abu-Hanna, Ittay Eyal and Aviv Tamar
    IEEE S&P ‘23
    Analyzing a model of Nakamoto based blockchains with varying block rewards using deep RL.
    Paper Code Video Blog Poster
  • Efficient MDP Analysis for Selfish-Mining in Blockchains
    Roi Bar-Zur, Ittay Eyal and Aviv Tamar
    ACM AFT ‘20
    A novel method to efficiently find the optimal strategy of a selfish miner. We use this method to analyze Ethereum.
    Paper Code Video