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Supply chains lend themselves to blockchain technology, but certain challenges remain, especially around invoice financing. For example, the further a supplier is removed from the final consumer product, the more difficult it is to get…

综合金融 · 定量金融 2019-06-11 Sandra Johnson , Peter Robinson , Kishore Atreya , Claudio Lisco

Blockchain, like any other complex technology, needs a strong testing methodology to support its evolution in both research and development contexts. Setting up meaningful tests for permissionless blockchain technology is a notoriously…

分布式、并行与集群计算 · 计算机科学 2024-10-07 Diego Pennino , Maurizio Pizzonia

With the proliferation of decentralized applications (DApps), the conflict between the transparency of blockchain technology and user data privacy has become increasingly prominent. While Decentralized Identity (DID) and Verifiable…

密码学与安全 · 计算机科学 2025-10-14 Hui Yuan

Blockchain is an essentially distributed database recording all transactions or digital events among participating parties. Each transaction in the records is approved and verified by consensus of the participants in the system that…

分布式、并行与集群计算 · 计算机科学 2023-07-07 Jie You

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

One fundamental limitation of blockchain-based smart contracts is that they execute in a closed environment. Thus, they only have access to data and functionality that is already on the blockchain, or is fed into the blockchain. Any…

密码学与安全 · 计算机科学 2021-09-03 Shayan Eskandari , Mehdi Salehi , Wanyun Catherine Gu , Jeremy Clark

Zero-knowledge proofs (ZKPs) have evolved from being a theoretical concept providing privacy and verifiability to having practical, real-world implementations, with SNARKs (Succinct Non-Interactive Argument of Knowledge) emerging as one of…

密码学与安全 · 计算机科学 2024-07-15 Stefanos Chaliasos , Jens Ernstberger , David Theodore , David Wong , Mohammad Jahanara , Benjamin Livshits

As image generation models grow increasingly powerful and accessible, concerns around authenticity, ownership, and misuse of synthetic media have become critical. The ability to generate lifelike images indistinguishable from real ones…

密码学与安全 · 计算机科学 2025-10-03 Aadarsh Anantha Ramakrishnan , Shubham Agarwal , Selvanayagam S , Kunwar Singh

The proof-of-work consensus protocol suffers from two main limitations: waste of energy and offering only probabilistic guarantees about the status of the blockchain. This paper introduces SklCoin, a new Byzantine consensus protocol and its…

密码学与安全 · 计算机科学 2020-08-18 Zakwan Jaroucheh , Baraq Ghaleb , William J Buchanan

This paper proposes a new approach for privacy-preserving and verifiable convolutional neural network (CNN) testing, enabling a CNN model developer to convince a user of the truthful CNN performance over non-public data from multiple…

密码学与安全 · 计算机科学 2023-05-30 Jiasi Weng , Jian Weng , Gui Tang , Anjia Yang , Ming Li , Jia-Nan Liu

Zero-Knowledge Proofs (ZKPs) are an emergent paradigm in verifiable computing. In the context of applications like cloud computing, ZKPs can be used by a client (called the verifier) to verify the service provider (called the prover) is in…

硬件体系结构 · 计算机科学 2024-08-13 Alhad Daftardar , Brandon Reagen , Siddharth Garg

Blockchain plays an important role in cryptocurrency markets and technology services. However, limitations on high latency and low scalability retard their adoptions and applications in classic designs. Reconstructed blockchain systems have…

密码学与安全 · 计算机科学 2022-11-01 Qin Wang , Jiangshan Yu , Shiping Chen , Yang Xiang

Zero-Knowledge Proofs (ZKPs) are rapidly gaining importance in privacy-preserving and verifiable computing. ZKPs enable a proving party to prove the truth of a statement to a verifying party without revealing anything else. ZKPs have…

硬件体系结构 · 计算机科学 2025-08-07 Alhad Daftardar , Jianqiao Mo , Joey Ah-kiow , Benedikt Bünz , Ramesh Karri , Siddharth Garg , Brandon Reagen

A big challenge posed in blockchain centric platforms is achieving scalability while also preserving user privacy. This report details the design, implementation and evaluation of a Layer-2 scaling solution for Hyperledger Fabric using Zero…

密码学与安全 · 计算机科学 2026-02-10 Sania Siddiqui , Neha , Hari Babu K

This paper explores how zero-knowledge proofs can enhance Bitcoin's functionality and privacy. First, we consider Proof-of-Reserve schemes: by using zk-STARKs, a custodian can prove its Bitcoin holdings are more than a predefined threshold…

密码学与安全 · 计算机科学 2025-07-30 Yusuf Ozmiş

Traditionally, mobile wallets rely on a trusted server that provides them with a current view of the blockchain, and thus, these wallets do not need to validate the header chain or transaction inclusion themselves. If a mobile wallet were…

密码学与安全 · 计算机科学 2025-04-01 Martin Perešíni , Ivan Homoliak , Samuel Olekšák , Samuel Slávka

When delegating computation to a service provider, as in cloud computing, we seek some reassurance that the output is correct and complete. Yet recomputing the output as a check is inefficient and expensive, and it may not even be feasible…

数据结构与算法 · 计算机科学 2015-03-19 Graham Cormode , Michael Mitzenmacher , Justin Thaler

Blockchain provides decentralization and trustlessness features for the Industrial Internet of Things (IIoT), which expands the application scenarios of IIoT. To address the problem that the blockchain cannot actively obtain off-chain data,…

密码学与安全 · 计算机科学 2024-11-21 Peng Liu , Youquan Xian , Chuanjian Yao , Peng Wang , Li-e Wang , Xianxian Li

The disaggregated and multi-vendor nature of OPEN-RAN networks introduces new supply chain security risks, making equipment authenticity and integrity crucial challenges. Robust solutions are needed to mitigate vulnerabilities in…

密码学与安全 · 计算机科学 2024-04-09 Ali Mehrban , Mostafa Jani

This paper introduces several techniques that improve the scalability of the deductive verification of data-level programs working on arrays and matrices. First of all, we introduce a technique to rewrite expressions with (nested)…

软件工程 · 计算机科学 2026-05-14 Lars B. van den Haak , Anton Wijs , Marieke Huisman