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This paper introduces the zk-IoT framework, a novel approach to enhancing the security of Internet of Things (IoT) ecosystems through the use of Zero-Knowledge Proofs (ZKPs) on blockchain platforms. Our framework ensures the integrity of…

密码学与安全 · 计算机科学 2024-02-20 Gholamreza Ramezan , Ehsan Meamari

Federated learning (FL) enables multiple participants to collaboratively train machine learning models while ensuring their data remains private and secure. Blockchain technology further enhances FL by providing stronger security, a…

分布式、并行与集群计算 · 计算机科学 2025-03-18 Tianxing Fu , Jia Hu , Geyong Min , Zi Wang

The rapid integration of IoT with edge computing has revolutionized various domains, particularly healthcare, by enabling real-time data sharing, remote monitoring, and decision-making. However, it introduces critical challenges, including…

密码学与安全 · 计算机科学 2026-01-16 Khushbakht Farooq , Muhammad Ibrahim , Irsa Manzoor , Mukhtaj Khan , Wei Song

The Bitcoin white paper introduced blockchain technology, enabling trustful transactions without intermediaries. Smart contracts emerged with Ethereum and blockchains expanded beyond cryptocurrency, applying to auctions, crowdfunding and…

密码学与安全 · 计算机科学 2025-01-08 Aldenio Burgos , Eduardo Alchieri

Blockchain has received tremendous attention as a secure, distributed, and anonymous framework for the Internet of Things (IoT). As a distributed system, blockchain trades off scalability for distribution, which limits the technologys…

密码学与安全 · 计算机科学 2021-05-27 Ali Dorri , Shailesh Mishra , Raja Jurdak

In last years, there has been an increasing effort to leverage Distributed Ledger Technology (DLT), including blockchain. One of the main topics of interest, given its importance, is the research and development of privacy mechanisms, as…

密码学与安全 · 计算机科学 2019-07-16 Eduardo Morais , Tommy Koens , Cees van Wijk , Aleksei Koren

Many service systems rely on verifiable identity-related information of their users. Manipulation and unwanted exposure of this privacy-relevant information, however, must at the same time be prevented and avoided. Peer-to-peer…

密码学与安全 · 计算机科学 2022-09-21 Jonathan Heiss , Robert Muth , Frank Pallas , Stefan Tai

Deepfake technology is a major threat to the integrity of digital media. This paper presents a comprehensive framework for a blockchain-based decentralized system designed to tackle the escalating challenge of digital content integrity. The…

密码学与安全 · 计算机科学 2023-12-05 Dipankar Sarkar

The absence of a fully decentralized, verifiable, and privacy-preserving communication protocol for autonomous agents remains a core challenge in decentralized computing. Existing systems often rely on centralized intermediaries, which…

分布式、并行与集群计算 · 计算机科学 2025-11-18 Yuanjie Liu , Wenpeng Xing , Ye Zhou , Gaowei Chang , Changting Lin , Meng Han

We live in an era of information and it is very important to handle the exchange of information. While sending data to an authorized source, we need to protect it from unauthorized sources, changes, and authentication. ZKP technique can be…

密码学与安全 · 计算机科学 2019-11-22 Lavish Saluja , Ashutosh Bhatia

Central Bank Digital Currency (CBDCs) are becoming a new digital financial tool aimed at financial inclusion, increased monetary stability, and improved efficiency of payment systems, as they are issued by central banks. One of the most…

密码学与安全 · 计算机科学 2026-03-06 Santanu Mondal , T. Chithralekha

Blockchain technology has been envisaged to commence an era of decentralised applications and services (DApps) without the need for a trusted intermediary. Such DApps open a marketplace in which services are delivered to end-users by…

密码学与安全 · 计算机科学 2021-01-27 Nguyen Truong , Gyu Myoung Lee , Kai Sun , Florian Guitton , Yike Guo

Blockchain offers traceability and transparency to supply chain event data and hence can help overcome many challenges in supply chain management such as: data integrity, provenance and traceability. However, data privacy concerns such as…

密码学与安全 · 计算机科学 2021-04-30 Sidra Malik , Volkan Dedeoglu , Salil Kanhere , Raja Jurdak

Zero-knowledge proof (ZKP) mixers are one of the most widely-used blockchain privacy solutions, operating on top of smart contract-enabled blockchains. We find that ZKP mixers are tightly intertwined with the growing number of Decentralized…

密码学与安全 · 计算机科学 2023-03-07 Zhipeng Wang , Stefanos Chaliasos , Kaihua Qin , Liyi Zhou , Lifeng Gao , Pascal Berrang , Ben Livshits , Arthur Gervais

With the rise of cryptocurrencies, many new applications built on decentralized blockchains have emerged. Blockchains are full-stack distributed systems where multiple sub-systems interact. While many deployed blockchains and decentralized…

密码学与安全 · 计算机科学 2025-12-16 Ivan Homoliak

A blockchain facilitates secure and atomic transactions between mutually untrusting parties on that chain. Today, there are multiple blockchains with differing interfaces and security properties. Programming in this multi-blockchain world…

密码学与安全 · 计算机科学 2024-03-13 Huaixi Lu , Akshay Jajoo , Kedar S. Namjoshi

There are different kinds of blockchains, which have been applied in various areas. Blockchains are relatively independent systems that are apt to form isolated data islands. Then cross-chain interaction is proposed to connect different…

密码学与安全 · 计算机科学 2021-06-11 Hong Su

The on-demand mobility market, including ridesharing, is becoming increasingly important with e-hailing fares growing at a rate of approximately 130% per annum since 2013. By increasing utilization of existing vehicles and empty seats,…

密码学与安全 · 计算机科学 2023-05-29 Wanxin Li , Collin Meese , Hao Guo , Mark Nejad

Topos is an open interoperability protocol designed to reduce as much as possible trust assumptions by replacing them with cryptographic constructions and decentralization while exhibiting massive scalability. The protocol does not make use…

密码学与安全 · 计算机科学 2023-02-10 Théo Gauthier , Sébastien Dan , Monir Hadji , Antonella Del Pozzo , Yackolley Amoussou-Guenou

Blockchains provide environments where parties can interact transparently and securely peer-to-peer without needing a trusted third party. Parties can trust the integrity and correctness of transactions and the verifiable execution of…

密码学与安全 · 计算机科学 2023-03-02 Simon Tschirner , Shashank Shekher Tripathi , Mathias Roeper , Markus M. Becker , Volker Skwarek