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Digital transactions currently exceed trillions of dollars annually, yet traditional paper-based agreements remain a bottleneck for automation, enforceability, and dispute resolution. Natural language contracts introduce ambiguity, require…

Cryptography and Security · Computer Science 2025-10-24 To-Wen Liu , Matthew Green

Zero-Knowledge Succinct Non-Interactive Argument of Knowledge (zk-SNARK) schemes have gained significant adoption in privacy-preserving applications, decentralized systems (e.g., blockchain), and verifiable computation due to their…

Cryptography and Security · Computer Science 2025-03-07 Lucien K. L. Ng , Pedro Moreno-Sanchez , Mohsen Minaei , Panagiotis Chatzigiannis , Adithya Bhat , Duc V. Le

We examine blockchain technologies, especially smart contracts, as a platform for decentralized applications. By providing a basis for consensus, blockchain promises to upend business models that presuppose a central authority. However,…

Computers and Society · Computer Science 2018-01-10 Munindar P. Singh , Amit K. Chopra

Speculative decoding is an effective method for lossless acceleration of large language models during inference. It uses a fast model to draft a block of tokens which are then verified in parallel by the target model, and provides a…

Machine Learning · Computer Science 2025-04-14 Ziteng Sun , Uri Mendlovic , Yaniv Leviathan , Asaf Aharoni , Jae Hun Ro , Ahmad Beirami , Ananda Theertha Suresh

Blockchain technology has emerged as a revolutionary tool in ensuring data integrity and security in digital transactions. However, the current approaches to data verification in blockchain systems, particularly in Ethereum, face challenges…

Cryptography and Security · Computer Science 2024-04-11 Oleksandr Kuznetsov , Alex Rusnak , Anton Yezhov , Dzianis Kanonik , Kateryna Kuznetsova , Stanislav Karashchuk

Data plane verification (DPV) is important for finding network errors. Current DPV tools employ a centralized architecture, where a server collects the data planes of all devices and verifies them. Despite substantial efforts on…

Systems and Control · Electrical Eng. & Systems 2022-10-03 Qiao Xiang , Ridi Wen , Chenyang Huang , Yuxin Wang , Franck Le

In this paper we discuss how conventional business contracts can be converted into smart contracts---their electronic equivalents that can be used to systematically monitor and enforce contractual rights, obligations and prohibitions at run…

Computers and Society · Computer Science 2018-05-03 Carlos Molina-Jimenez , Ellis Solaiman , Ioannis Sfyrakis , Irene Ng , Jon Crowcroft

The application of zero-knowledge proofs (ZKPs) in autonomous systems is an emerging area of research, motivated by the growing need for regulatory compliance, transparent auditing, and trustworthy operation in decentralized environments.…

Cryptography and Security · Computer Science 2026-03-30 Munawar Hasan , Apostol Vassilev , Edward Griffor , Thoshitha Gamage

Blockchain intercommunication systems enable the exchanges of messages between blockchains. This interoperability promotes innovation, unlocks liquidity and access to assets. However, blockchains are isolated systems that originally were…

Cryptography and Security · Computer Science 2022-10-25 Miguel Díaz Montiel , Rachid Guerraoui , Pierre-Louis Roman

The rapid expansion of the use of blockchain-based systems often leads to a choice between customizable private blockchains and more secure, scalable and decentralized but expensive public blockchains. This choice represents the trade-off…

Cryptography and Security · Computer Science 2023-06-06 Thomas Lavaur , Jonathan Detchart , Jérôme Lacan , Caroline P. C. Chanel

In recent years, blockchain has been growing rapidly from a niche technology to a promising solution for many sectors, due to its unique properties that empower the design of innovative applications. Nevertheless, the development of…

Software Engineering · Computer Science 2022-08-03 Nicolas Six , Nicolas Herbaut , Roberto Erick Lopez-Herrejon , Camille Salinesi

The communities of blockchains and distributed ledgers have been stirred up by the introduction of zero-knowledge proofs (ZKPs). Originally designed to solve privacy issues, ZKPs have now evolved into an effective remedy for scalability…

Formal Languages and Automata Theory · Computer Science 2024-03-26 Chenhao Shi , Hao Chen , Ruibang Liu , Guoqiang Li

The thesis addresses the problem of scalability in decentralized blockchains in the context of the trade-off between transaction throughput and hardware requirements to participate in the network. Rollups are presented, that is technologies…

Cryptography and Security · Computer Science 2022-11-01 Luca Donno

Constrained devices in IoT networks often require to outsource resource-heavy computations or data processing tasks. Currently, most of those jobs are done in the centralised cloud. However, with rapidly increasing number of devices and…

Cryptography and Security · Computer Science 2018-07-18 Michał Król , Ioannis Psaras

Blockchain has received increasing attention in academia and industry. However, the increasing transaction volumes and limited on-chain storage underscore scalability as a key challenge hindering the widespread adoption of blockchain.…

Cryptography and Security · Computer Science 2023-11-20 Xiaojie Wang , Hanxue Li , Ling Yi , Zhaolong Ning , Song Guo , Yan Zhang

In this paper, we introduce FlexProofs, a new vector commitment (VC) scheme that achieves two key properties: (1) the prover can generate all individual opening proofs for a vector of size $N$ in optimal time ${\cal O}(N)$, and there is a…

Cryptography and Security · Computer Science 2026-01-12 Jing Liu , Liang Feng Zhang

Today's blockchain landscape is severely fragmented as more and more heterogeneous blockchain platforms have been developed in recent years. These blockchain platforms are not able to interact with each other or with the outside world since…

Cryptography and Security · Computer Science 2021-11-22 Michael Sober , Giulia Scaffino , Christof Spanring , Stefan Schulte

Blockchain systems face persistent challenges of scalability, latency, and energy inefficiency. Existing consensus protocols such as Proof-of-Work (PoW) and Proof-of-Stake (PoS) either consume excessive resources or risk centralization.…

Cryptography and Security · Computer Science 2025-11-06 M. Z. Haider , M. U Ghouri , Tayyaba Noreen , M. Salman

The use of blockchains for data certification and traceability is now well established in both the literature and practical applications. However, while blockchain-based certification of individual data is clear and straightforward, the use…

Cryptography and Security · Computer Science 2025-11-07 Giacomo Zonneveld , Giulia Rafaiani , Massimo Battaglioni , Marco Baldi

This paper proposes a novel recursive polynomial commitment scheme (PCS) and a new polynomial interactive oracle proof (PIOP) protocol, which compile into efficient and transparent zk-SNARKs (zero-knowledge succinct non-interactive…

Cryptography and Security · Computer Science 2023-12-25 Yunjia Quan
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