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Limited access to computing resources and training data poses significant challenges for individuals and groups aiming to train and utilize predictive machine learning models. Although numerous publicly available machine learning models…

机器学习 · 计算机科学 2023-07-31 Matthew T. Pisano , Connor J. Patterson , Oshani Seneviratne

Blockchain is a decentralized transaction and data management solution, the technological leap behind the success of Bitcoin and other cryptocurrencies. As the variety of existing blockchains and distributed ledgers continues to increase,…

密码学与安全 · 计算机科学 2020-07-27 Martin Garriga , Stefano Dalla Palma , Maximiliano Arias , Alan De Renzis , Remo Pareschi , Damian Andrew Tamburri

Trust models are essential components of networks of any nature, as they refer to confidence frameworks to evaluate and verify if their participants act reliably and fairly. They are necessary to any social, organizational, or computer…

分布式、并行与集群计算 · 计算机科学 2025-02-11 Angelo Vera-Rivera , Ekram Hossain

Currently, there is no universal method to track who shared what, with whom, when and for what purposes in a verifiable way to create an individual incentive for data owners. A platform that allows data owners to control, delete, and get…

密码学与安全 · 计算机科学 2025-10-29 Ajay Kumar Shrestha , Julita Vassileva

Block production on the Ethereum blockchain has adopted an auction-based mechanism known as Proposer--Builder Separation (PBS), where validators outsource block creation to builders competing in MEV--Boost auctions for Maximal Extractable…

计算机科学与博弈论 · 计算机科学 2025-10-01 Fei Wu , Thomas Thiery , Stefanos Leonardos , Carmine Ventre

Milionis et al.(2023) studied the rate at which automated market makers leak value to arbitrageurs when block times are discrete and follow a Poisson process, and where the risky asset price follows a geometric Brownian motion. We extend…

交易与市场微观结构 · 定量金融 2024-07-30 Ciamac C. Moallemi , Dan Robinson

In this paper, we consider the problem of hosting financial exchanges in the cloud. Financial exchanges require predictable, equal latency to all market participants to ensure fairness for various tasks, such as high speed trading. However,…

网络与互联网体系结构 · 计算机科学 2023-03-30 Prateesh Goyal , Eashan Gupta , Ilias Marinos , Chenxingyu Zhao , Radhika Mittal , Ranveer Chandra

As an innovative technology for enhancing authenticity, security, and risk management, blockchain is being widely adopted in trade and finance systems. The unique capabilities of blockchain, such as immutability and transparency, enable new…

密码学与安全 · 计算机科学 2024-02-28 Hanjie Wu , Qian Yao , Zhenguang Liu , Butian Huang , Yuan Zhuang , Huayun Tang , Erwu Liu

We propose a secure, stateless and composable transaction scheme to establish delivery-versus-payment (DvP) across two (or more) blockchains without relying on time-locks, centralized escrow, or stateful intermediaries. The method minimizes…

密码学与安全 · 计算机科学 2025-11-18 Christian P. Fries , Peter Kohl-Landgraf

We study a general online combinatorial auction problem in algorithmic mechanism design. A provider allocates multiple types of capacity-limited resources to customers that arrive in a sequential and arbitrary manner. Each customer has a…

计算机科学与博弈论 · 计算机科学 2023-10-10 Xiaoqi Tan , Alberto Leon-Garcia , Yuan Wu , Danny H. K. Tsang

The increasing demand for sustainability and compliance with global carbon regulations has posed significant challenges for small and medium-sized enterprises (SMEs). This paper proposes a blockchain-based decentralized carbon credit…

密码学与安全 · 计算机科学 2025-04-24 Yun-Cheng Tsai

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

Blockchains protect an ecosystem worth more than $500bn with strong security properties derived from the principle of decentralization. Is today's blockchain decentralized? In this paper, we empirically studied one of the least…

密码学与安全 · 计算机科学 2025-05-01 Sen Yang , Kartik Nayak , Fan Zhang

Randomness plays a pivotal role in modern online gaming, but disputes have arisen over the accuracy of stated winning chances, resulting in legal issues and financial setbacks for gaming companies. Fortunately, blockchain-based games offer…

密码学与安全 · 计算机科学 2023-10-30 Eason Chen , Justa Liang , Ray Huang , Pierce Hung , Damien Chen , Ashley Hsu , Konstantinos Chalkias , Stefanos Pleros

Committee-based blockchains are among the most popular alternatives of proof-of-work based blockchains, such as Bitcoin. They provide strong consistency (no fork) under classical assumptions, and avoid using energy-consuming mechanisms to…

分布式、并行与集群计算 · 计算机科学 2019-10-23 Yackolley Amoussou-Guenou , Antonella del Pozzo , Maria Potop-Butucaru , Sara Tucci-Piergiovanni

The aim of this work is to study the use of decentralization and smart contracts on blockchain networks. We investigate the implementation and use of smart contracts on the platforms Bitcoin, Ethereum and Hyperledger Fabric. Additionally,…

密码学与安全 · 计算机科学 2019-03-13 Theodosis Mourouzis , Jayant Tandon

Vehicular cloud computing has emerged as a promising solution to fulfill users' demands on processing computation-intensive applications in modern driving environments. Such applications are commonly represented by graphs consisting of…

分布式、并行与集群计算 · 计算机科学 2020-04-09 Zhibin Gao , Minghui LiWang , Seyyedali Hosseinalipour , Huaiyu Dai , Xianbin Wang

Transaction fee mechanism design is a new decentralized mechanism design problem where users bid for space on the blockchain. Several recent works showed that the transaction fee mechanism design fundamentally departs from classical…

计算机科学与博弈论 · 计算机科学 2024-04-23 Ke Wu , Elaine Shi , Hao Chung

Existing fair exchange protocols usually neglect consideration of cost when assessing their fairness. However, in an environment with non-negligible transaction cost, e.g., public blockchains, high or unexpected transaction cost might be an…

分布式、并行与集群计算 · 计算机科学 2022-03-16 Matthias Lohr , Kenneth Skiba , Marco Konersmann , Jan Jürjens , Steffen Staab

Weather forecasting plays a vital role in disaster preparedness, agriculture, and resource management, yet current centralized forecasting systems are increasingly strained by security vulnerabilities, limited scalability, and…