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The paper presents an innovative approach to address the challenges of scalability and reliability in Distributed Federated Learning by leveraging the integration of blockchain technology. The paper focuses on enhancing the trustworthiness…

机器学习 · 计算机科学 2025-07-11 Ajay Kumar Shrestha , Faijan Ahamad Khan , Mohammed Afaan Shaikh , Amir Jaberzadeh , Jason Geng

Off-chain protocols constitute one of the most promising approaches to solve the inherent scalability issue of blockchain technologies. The core idea is to let parties transact on-chain only once to establish a channel between them,…

密码学与安全 · 计算机科学 2022-10-25 Sophie Rain , Georgia Avarikioti , Laura Kovács , Matteo Maffei

Incentives that compensate for the involved costs in the decentralized training of a Federated Learning (FL) model act as a key stimulus for clients' long-term participation. However, it is challenging to convince clients for quality…

机器学习 · 计算机科学 2022-11-04 Shashi Raj Pandey , Lam Duc Nguyen , Petar Popovski

Decentralized Finance (DeFi) is a rapidly evolving segment of blockchain technology that enables a transformative approach to financial services through Web3 applications. By leveraging smart contracts, DeFi allows developers to build…

分布式、并行与集群计算 · 计算机科学 2026-05-01 Ignat Melnikov , Roman Vlasov , Vladimir Gorgadze , Andrey Seoev , Yury Yanovich

Gamification is an effective strategy for motivating and engaging users, which is grounded in business, marketing, and management by designing games in nongame contexts. Gamifying education, which consists of the design and study of…

综合经济学 · 经济学 2025-08-11 Jiasheng Zhu , Luyao Zhang

We study a stochastic game framework with dynamic set of players, for modeling and analyzing their computational investment strategies in distributed computing. Players obtain a certain reward for solving the problem or for providing their…

计算机科学与博弈论 · 计算机科学 2019-11-19 Swapnil Dhamal , Walid Ben-Ameur , Tijani Chahed , Eitan Altman , Albert Sunny , Sudheer Poojary

In repeated games, such as auctions, players rely on autonomous learning agents to choose their actions. We study settings in which players have their agents make monetary transfers to other agents during play at their own expense, in order…

计算机科学与博弈论 · 计算机科学 2026-02-12 Yoav Kolumbus , Joe Halpern , Éva Tardos

To maintain blockchain-based services with ensuring its security, it is an important issue how to decide a mining reward so that the number of miners participating in the mining increases. We propose a dynamical model of decision-making for…

计算机科学与博弈论 · 计算机科学 2022-04-13 Kosuke Toda , Naomi Kuze , Toshimitsu Ushio

Metaverse has recently attracted paramount attention due to its potential for future Internet. However, to fully realize such potential, Metaverse applications have to overcome various challenges such as massive resource demands,…

密码学与安全 · 计算机科学 2022-01-04 Cong T. Nguyen , Dinh Thai Hoang , Diep N. Nguyen , Eryk Dutkiewicz

We study a class of stochastic dynamic games that exhibit strategic complementarities between players; formally, in the games we consider, the payoff of a player has increasing differences between her own state and the empirical…

计算机科学与博弈论 · 计算机科学 2010-12-13 Sachin Adlakha , Ramesh Johari

Over the recent years, Federated machine learning continues to gain interest and momentum where there is a need to draw insights from data while preserving the data provider's privacy. However, one among other existing challenges in the…

密码学与安全 · 计算机科学 2022-03-29 Monik Raj Behera , Sudhir Upadhyay , Suresh Shetty

Open data, as an essential element in the sustainable development of the digital economy, is highly valued by many relevant sectors in the implementation process. However, most studies suppose that there are only data providers and users in…

计算机科学与博弈论 · 计算机科学 2025-11-25 Qin Li , Bin Pi , Minyu Feng , Jürgen Kurths

Recently we could see several institutions coming together to create consortium based blockchain networks such as Hyperledger. Although for applications of blockchain such as Bitcoin, Litcoin, etc. the majority-attack might not be a great…

密码学与安全 · 计算机科学 2018-06-15 Somdip Dey

Battleships is a well known traditional board game for two players which dates from World War I. Though, the game has several digital version implementations, they are affected by similar major drawbacks such as fairness and a trust model…

密码学与安全 · 计算机科学 2018-07-24 Guy Barshap

Blockchain technology is among the fastest-growing technologies in the world today. It has been adopted in diverse areas but mostly in financial systems, such as Bitcoin cryptocurrency. Therefore, it is a niche that has attracted interest…

密码学与安全 · 计算机科学 2021-06-30 Mabrook S. Al-Rakhami , Abdu Gumaei , Sk. Md. Mizanur Rahman , Atif Al-Amri

The rapid expansion of blockchain and digital asset ecosystems has intensified the challenge of translating academic research into deployable systems and regulatory frameworks. While advances in cryptography, consensus, digital assets, and…

分布式、并行与集群计算 · 计算机科学 2026-04-24 Chien-Chih Chen , Yitian Wang , Emma Nasseri , Yebo Feng , Lauren Weymouth

Swarms of robots will revolutionize many industrial applications, from targeted material delivery to precision farming. However, several of the heterogeneous characteristics that make them ideal for certain future applications --- robot…

机器人学 · 计算机科学 2018-10-24 Eduardo Castelló Ferrer

We study stable matching problems in networks where players are embedded in a social context, and may incorporate friendship relations or altruism into their decisions. Each player is a node in a social network and strives to form a good…

计算机科学与博弈论 · 计算机科学 2012-04-27 Elliot Anshelevich , Onkar Bhardwaj , Martin Hoefer

We study a game-theoretic model for pool formation in Proof of Stake blockchain protocols. In such systems, stakeholders can form pools as a means of obtaining regular rewards from participation in ledger maintenance, with the power of each…

计算机科学与博弈论 · 计算机科学 2025-06-09 Aggelos Kiayias , Elias Koutsoupias , Evangelos Markakis , Panagiotis Tsamopoulos

Cryptocurrencies are poised to revolutionize the modern economy by democratizing commerce. These currencies operate on top of blockchain-based distributed ledgers. Existing permissionless blockchain-based protocols offer unparalleled…

密码学与安全 · 计算机科学 2022-03-25 Anurag Jain , Sanidhay Arora , Sankarshan Damle , Sujit Gujar