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Privacy-preserving computation (PPC) methods, such as secure multiparty computation (MPC) and homomorphic encryption (HE), are deployed increasingly often to guarantee data confidentiality in computations over private, distributed data.…

密码学与安全 · 计算机科学 2024-04-17 Tariq Bontekoe , Dimka Karastoyanova , Fatih Turkmen

The emergence of smart grids and advanced metering infrastructure (AMI) has revolutionized energy management. Unlike traditional power grids, smart grids benefit from two-way communication through AMI, which surpasses earlier automated…

密码学与安全 · 计算机科学 2025-08-21 Farid Zaredar , Morteza Amini

Programmable blockchains have long been a hot research topic given their tremendous use in decentralized applications. Smart contracts, using blockchains as their underlying technology, inherit the desired properties such as verifiability,…

密码学与安全 · 计算机科学 2025-08-19 Zhaorun Lin

Real-world data often exhibits bias, imbalance, and privacy risks. Synthetic datasets have emerged to address these issues. This paradigm relies on generative AI models to generate unbiased, privacy-preserving data while maintaining…

Industry 4.0 is all about doing things in a concurrent, secure, and fine-grained manner. IoT edge-sensors and their associated data play a predominant role in today's industry ecosystem. Breaching data or forging source devices after…

密码学与安全 · 计算机科学 2022-02-01 Ziaur Rahman , Xun Yi Ibrahim Khalil

As smart contracts are growing in size and complexity, it becomes harder and harder to ensure their correctness and security. Due to the lack of isolation mechanisms a single mistake or vulnerability in the code can bring the whole system…

软件工程 · 计算机科学 2020-01-14 Mikhail Mandrykin , Jake O'Shannessy , Jacob Payne , Ilya Shchepetkov

A common privacy issue in traditional machine learning is that data needs to be disclosed for the training procedures. In situations with highly sensitive data such as healthcare records, accessing this information is challenging and often…

密码学与安全 · 计算机科学 2021-03-31 Pavlos Papadopoulos , Will Abramson , Adam J. Hall , Nikolaos Pitropakis , William J. Buchanan

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

In this paper, we introduce a data capsule model, a self-contained and self-enforcing data container based on emerging self-sovereign identity standards, blockchain, and attribute-based encryption. A data capsule allows for a transparent,…

密码学与安全 · 计算机科学 2022-02-17 Reza Soltani , Uyen Trang Nguyen , Aijun An

This paper presents Droplet, a decentralized data access control service. Droplet enables data owners to securely and selectively share their encrypted data while guaranteeing data confidentiality in the presence of unauthorized parties and…

密码学与安全 · 计算机科学 2021-01-22 Hossein Shafagh , Lukas Burkhalter , Anwar Hithnawi , Sylvia Ratnasamy

The Web public key infrastructure is essential to providing secure communication on the Internet today, and certificate authorities play a crucial role in this ecosystem by issuing certificates. These authorities may misissue certificates…

密码学与安全 · 计算机科学 2022-03-04 Sarah Meiklejohn , Joe DeBlasio , Devon O'Brien , Chris Thompson , Kevin Yeo , Emily Stark

The cloud changed the way we manage and store data. Today, cloud storage services offer clients an infrastructure that allows them a convenient source to store, replicate, and secure data online. However, with these new capabilities also…

Infinite networks are complex interconnected systems comprising a countably infinite number of subsystems, for which no fixed upper bound on the number of participating subsystems is specified a priori since it may vary over time as agents…

系统与控制 · 电气工程与系统科学 2026-05-19 Mahdieh Zaker , Amy Nejati , Abolfazl Lavaei

In this paper we propose a novel protocol that allows suppliers and grid operators to collect users' aggregate metering data in a secure and privacy-preserving manner. We use secure multiparty computation to ensure privacy protection. In…

密码学与安全 · 计算机科学 2019-03-15 Mustafa A. Mustafa , Sara Cleemput , Abelrahaman Aly , Aysajan Abidin

The registration, transfer, clearing and settlement of equities represents a significant part of economic activity currently underserved by modern technological innovation. In addition, recent events have revealed problems of transparency,…

密码学与安全 · 计算机科学 2016-12-22 Brent Kievit-Kylar , Chris Horlacher , Marc Godard , Christian Saucier

A trusted achievement record is a secure system that aims to record and authenticate certificates as well as key learning activities and achievements. This paper intends to gather important information on the thoughts and outlooks of…

计算机与社会 · 计算机科学 2020-07-07 Bakri Awaji , Ellis Solaiman , Lindsay Marshall

In this paper we address the issue of identity and access control within shared permissioned blockchains. We propose the ChainAchor system that provides anonymous but verifiable identities for entities on the blockchain. ChainAchor also…

密码学与安全 · 计算机科学 2019-03-13 Thomas Hardjono , Alex Pentland

With product customization an emerging business opportunity, organizations must find ways to collaborate and enable sharing of information in an inherently trustless network. In this paper, we propose - "FabRec": a decentralized approach to…

计算机与社会 · 计算机科学 2018-04-04 Atin Angrish , Benjamin Craver , Mahmud Hasan , Binil Starly

The financial sector's adoption of technology-driven data analysis has enhanced operational efficiency and revenue generation by leveraging personal sensitive data. However, the inherent characteristics of blockchain hinder decentralized…

密码学与安全 · 计算机科学 2023-11-13 Zhuangtong Huang , Jiawei Zhu , Zhongyu Huang , Yixin Xu , Jerome Yen , Ye Wang

Every digital process needs to consume some data in order to work properly. It is very common for applications to use some external data in their processes, getting them by sources such as external APIs. Therefore, trusting the received…

分布式、并行与集群计算 · 计算机科学 2023-06-06 Andrea Canciani , Claudio Felicioli , Fabio Severino , Domenico Tortola
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