Research

EthLeak-RL

Exploiting Prodigal Smart Contracts with Reinforcement Learning

At Form AI, a pioneering decentralized compute AI startup, we pride ourselves on pushing the boundaries of artificial intelligence and blockchain technology. In our commitment to advancing the field, we regularly contribute to the growing body of knowledge with cutting-edge research and publications. Our latest work epitomizes this ethos.

In our recent paper, we introduced "EthLeak-RL," a groundbreaking reinforcement learning framework designed to strengthen the integrity of the blockchain ecosystem. Given the prevalence of smart contracts as a foundation of trust within the blockchain network, the identification and rectification of their inherent vulnerabilities are paramount. These vulnerabilities can lead to devastating financial losses if exploited.

3/7/2024  
20 Minute Read
Please read paper below