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Envisioned to be the future of secured distributed systems, blockchain networks have received increasing attention from both the industry and academia in recent years. However, blockchain mining processes demand high hardware costs and…

密码学与安全 · 计算机科学 2020-02-28 Minghong Fang , Jia Liu

Price Trend Prediction (PTP) based on Limit Order Book (LOB) data is a fundamental challenge in financial markets. Despite advances in deep learning, existing models fail to generalize across different market conditions and assets.…

统计金融 · 定量金融 2025-05-09 Leonardo Berti , Gjergji Kasneci

Peer-to-peer trading and the move to decentralized grids have reshaped the energy markets in the United States. Notwithstanding, such developments lead to new challenges, mainly regarding the safety and authenticity of energy trade. This…

With the recent rise of cryptocurrencies' popularity, the security and management of crypto-tokens have become critical. We have witnessed many attacks on users and providers, which have resulted in significant financial losses. To remedy…

密码学与安全 · 计算机科学 2023-12-04 Ivan Homoliak , Dominik Breitenbacher , Ondrej Hujnak , Pieter Hartel , Alexander Binder , Pawel Szalachowski

Decentralized finance revolutionizes traditional financial systems by leveraging blockchain technology to reduce trust. However, some vulnerabilities persist, notably front-running by malicious actors who exploit transaction information to…

分布式、并行与集群计算 · 计算机科学 2024-03-18 Christian Cachin , Jovana Micic

One of the exciting recent developments in decentralized finance (DeFi) has been the development of decentralized cryptocurrency exchanges that can autonomously handle conversion between different cryptocurrencies. Decentralized exchange…

交易与市场微观结构 · 定量金融 2021-01-11 Bhaskar Krishnamachari , Qi Feng , Eugenio Grippo

Transactive energy plays a key role in the operation and energy management of future power systems. However, the conventional operational mechanism, which follows a centralized design, is often less secure, vulnerable to malicious…

系统与控制 · 电气工程与系统科学 2020-10-27 Qing Yang , Hao Wang

We investigate the welfare loss of continuous and discrete order matching models in blockchain-based decentralized exchanges (DEX) that utilize order books to record outstanding orders. Continuous processing matches each incoming…

密码学与安全 · 计算机科学 2025-02-18 Tiantian Gong , Zeyu Liu , Aniket Kate

Time-bound stablecoins are DeFi assets that temporarily tokenize traditional securities during market off-hours, enabling continuous cross-market liquidity. We introduce the Liquidity-of-Time Premium (TLP): the extra return or cost of…

分布式、并行与集群计算 · 计算机科学 2025-10-08 Ailiya Borjigin , Cong He

The rapid development of blockchain technology has driven the widespread application of decentralized applications (DApps) across various fields. However, DApps cannot directly access external data and rely on oracles to interact with…

计算工程、金融与科学 · 计算机科学 2025-02-25 Hengyang Zhang , Shike Li , Hang Bao , Sixing Wu , Jianbin Li

Ethereum introduced Transaction Access Lists (TALs) in 2020 to optimize gas costs during transaction execution. In this work, we present a comprehensive analysis of TALs in Ethereum, focusing on adoption, quality, and gas savings. Analyzing…

分布式、并行与集群计算 · 计算机科学 2023-12-12 Lioba Heimbach , Quentin Kniep , Yann Vonlanthen , Roger Wattenhofer , Patrick Züst

Several recent works address the impact of inexact oracles in the convergence analysis of modern first-order optimization techniques, e.g. Bregman Proximal Gradient and Prox-Linear methods as well as their accelerated variants, extending…

最优化与控制 · 数学 2023-09-15 Guillaume Van Dessel , François Glineur

This paper considers the problem of controlling inverter-interfaced distributed energy resources (DERs) in a distribution grid to solve an AC optimal power flow (OPF) problem in real time. The AC OPF includes voltage constraints, and seeks…

系统与控制 · 电气工程与系统科学 2024-09-16 Antonin Colot , Yiting Chen , Bertrand Cornelusse , Jorge Cortes , Emiliano Dall'Anese

Automated Market Makers (AMMs) are essential in Decentralized Finance (DeFi) as they match liquidity supply with demand. They function through liquidity providers (LPs) who deposit assets into liquidity pools. However, the asset trading…

系统与控制 · 电气工程与系统科学 2025-04-01 Viraj Nadkarni , Sanjeev Kulkarni , Pramod Viswanath

Coordination of distributed energy resources is critical for electricity grid management. Although nodal pricing schemes can mitigate congestion and voltage deviations, the resulting prices are not necessarily equitable. In this work, we…

最优化与控制 · 数学 2023-12-15 Emmanuel Balogun , Sonia Martin , Anthony Degleris , Ram Rajagopal

Feeding external data to a blockchain, a.k.a. data feed, is an essential task to enable blockchain interoperability and support emerging cross-domain applications, notably stablecoins. Given the data-intensive feeds in real life (e.g.,…

密码学与安全 · 计算机科学 2020-09-16 Kai Li , Yuzhe Tang , Jiaqi Chen , Zhehu Yuan , Cheng Xu , Jianliang Xu

Solving systems of polynomial equations, particularly those with finitely many solutions, is a crucial challenge across many scientific fields. Traditional methods like Gr\"obner and Border bases are fundamental but suffer from high…

机器学习 · 计算机科学 2025-05-30 Hiroshi Kera , Nico Pelleriti , Yuki Ishihara , Max Zimmer , Sebastian Pokutta

Decentralized Finance (DeFi) has revolutionized financial markets by enabling complex asset-exchange protocols without trusted intermediaries. Automated Market Makers (AMMs) are a central component of DeFi, providing the core functionality…

数理金融 · 定量金融 2026-02-03 Marco Dessalvi , Massimo Bartoletti , Alberto Lluch-Lafuente

The implementation of optimal power flow (OPF) methods to perform voltage and power flow regulation in electric networks is generally believed to require extensive communication. We consider distribution systems with multiple controllable…

机器学习 · 计算机科学 2019-08-15 Roel Dobbe , Oscar Sondermeijer , David Fridovich-Keil , Daniel Arnold , Duncan Callaway , Claire Tomlin

User transactions on Ethereum's peer-to-peer network are at risk of being attacked. The smart contracts building decentralized finance (DeFi) have introduced a new transaction ordering dependency to the Ethereum blockchain. As a result,…

密码学与安全 · 计算机科学 2022-09-23 Lioba Heimbach , Roger Wattenhofer