Ethereum Network

The Ethereum network, a decentralized platform for running smart contracts, is a subject of intense research focusing on improving its security, scalability, and efficiency. Current research emphasizes developing advanced machine learning models, including graph neural networks, transformers (like BERT), and hybrid quantum-classical algorithms, to detect fraudulent activities such as phishing and bot-driven market manipulation, and to enhance smart contract auditing. These efforts aim to bolster the network's robustness and trustworthiness, impacting both the security of cryptocurrency transactions and the broader development of decentralized applications.