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Active learning (AL) reduces human annotation costs for machine learning systems by strategically selecting the most informative unlabeled data for annotation, but performing it individually may still be insufficient due to restricted data…

机器学习 · 计算机科学 2025-04-25 Jun Zhang , Jue Wang , Huan Li , Zhongle Xie , Ke Chen , Lidan Shou

Smart contracts are small programs that run autonomously on the blockchain, using it as their persistent memory. The predominant platform for smart contracts is the Ethereum VM (EVM). In EVM smart contracts, a problem with significant…

编程语言 · 计算机科学 2025-12-01 Sifis Lagouvardos , Yannis Bollanos , Michael Debono , Neville Grech , Yannis Smaragdakis

As the Ethereum platform continues to mature and gain widespread usage, it is crucial to maintain high standards of smart contract writing practices. While bad practices in smart contracts may not directly lead to security issues, they do…

计算与语言 · 计算机科学 2026-02-03 Zongwei Li , Xiaoqi Li , Wenkai Li , Xin Wang

We introduce systematic tests exploiting robust statistical and behavioral patterns in trading to detect fake transactions on 29 cryptocurrency exchanges. Regulated exchanges feature patterns consistently observed in financial markets and…

综合经济学 · 经济学 2021-08-26 Lin William Cong , Xi Li , Ke Tang , Yang Yang

Modern large language model (LLM) services increasingly rely on complex, often abstract operations, such as multi-step reasoning and multi-agent collaboration, to generate high-quality outputs. While users are billed based on token…

密码学与安全 · 计算机科学 2025-05-27 Guoheng Sun , Ziyao Wang , Xuandong Zhao , Bowei Tian , Zheyu Shen , Yexiao He , Jinming Xing , Ang Li

Consensus protocols are currently the bottlenecks that prevent blockchain systems from scaling. However, we argue that transaction execution is also important to the performance and security of blockchains. In other words, there are ample…

分布式、并行与集群计算 · 计算机科学 2020-07-15 Daniël Reijsbergen , Tien Tuan Anh Dinh

Commercial LLM services often conceal internal reasoning traces while still charging users for every generated token, including those from hidden intermediate steps, raising concerns of token inflation and potential overbilling. This gap…

机器学习 · 计算机科学 2025-08-05 Ziyao Wang , Guoheng Sun , Yexiao He , Zheyu Shen , Bowei Tian , Ang Li

In recent years, a more advanced form of phishing has arisen on Ethereum, surpassing early-stage, simple transaction phishing. This new form, which we refer to as payload-based transaction phishing (PTXPHISH), manipulates smart contract…

密码学与安全 · 计算机科学 2024-11-19 Zhuo Chen , Yufeng Hu , Bowen He , Dong Luo , Lei Wu , Yajin Zhou

We argue that the technical foundations of non-fungible tokens (NFTs) remain inadequately understood. Prior research has focused on market dynamics, user behavior, and isolated security incidents, yet systematic analysis of the standards…

密码学与安全 · 计算机科学 2025-08-12 Minfeng Qi , Qin Wang , Guangsheng Yu , Ruiqiang Li , Victor Zhou , Shiping Chen

Despite the success in various scenarios, blockchain systems, especially EVM-compatible ones that serially execute transactions, still face the significant challenge of limited throughput. Concurrent transaction execution is a promising…

分布式、并行与集群计算 · 计算机科学 2022-11-18 Haoran Lin , Yajin Zhou , Lei Wu

The Ethereum blockchain is essentially a globally replicated public database. Programs called smart contracts can access this database. Over 10 million smart contracts have been deployed on the Ethereum blockchain. Executing a method of a…

软件工程 · 计算机科学 2019-07-23 Pieter Hartel , Mark van Staalduinen

Blockchain applications are witnessing rapid evolution, necessitating the integration of upgradeable smart contracts. Software patterns have been proposed to summarize upgradeable smart contract best practices. However, research is missing…

软件工程 · 计算机科学 2024-05-16 Anto Benedetti , Tiphaine Henry , Sara Tucci-Piergiovanni

Graph partitioning has long been seen as a viable approach to address Graph DBMS scalability. A partitioning, however, may introduce extra query processing latency unless it is sensitive to a specific query workload, and optimised to…

数据库 · 计算机科学 2016-06-24 Hugo Firth , Paolo Missier

Initial Coin Offerings (ICO) are public offers of new cryptocurrencies in exchange of existing ones, aimed to finance projects in the blockchain development arena. In the last 8 months of 2017, the total amount gathered by ICOs exceeded 4…

计算机与社会 · 计算机科学 2018-03-06 Gianni Fenu , Lodovica Marchesi , Michele Marchesi , Roberto Tonelli

Ethereum is a decentralized Blockchain system that supports the execution of Turing-complete smart contracts. Although the security of the Ethereum ecosystem has been studied in the past, the network layer has been mostly neglected. We show…

密码学与安全 · 计算机科学 2019-08-28 Sebastian Henningsen , Daniel Teunis , Martin Florian , Björn Scheuermann

We investigate Bitcoin network monitoring the dynamics of blocks and transactions. We unveil that 43\% of the transactions are still not included in the Blockchain after 1h from the first time they were seen in the network and 20\% of the…

计算机与社会 · 计算机科学 2017-04-06 Giuseppe Pappalardo , T. Di Matteo , Guido Caldarelli , Tomaso Aste

Ethereum smart contracts, which are autonomous decentralized applications on the blockchain that manage assets often exceeding millions of dollars, have become primary targets for cyberattacks. In 2023 alone, such vulnerabilities led to…

密码学与安全 · 计算机科学 2023-12-29 Christoph Sendner , Lukas Petzi , Jasper Stang , Alexandra Dmitrienko

Transaction ordering attacks extract billions of dollars annually from decentralized finance users in the form of Maximal Extractable Value (MEV). Byzantine Fault-Tolerant (BFT) consensus protocols guarantee total order but place no…

分布式、并行与集群计算 · 计算机科学 2026-05-25 Marko Putnik , Jérémie Decouchant

Gasper, the consensus protocol currently employed by Ethereum, typically requires 64 to 95 slots -- the units of time during which a new chain extending the previous one by one block is proposed and voted -- to finalize. This means that…

分布式、并行与集群计算 · 计算机科学 2024-11-04 Francesco D'Amato , Roberto Saltini , Thanh-Hai Tran , Luca Zanolini

Cryptocurrency miners have great latitude in deciding which transactions they accept, including their own, and the order in which they accept them. Ethereum miners in particular use this flexibility to collect MEV-Miner Extractable Value-by…

密码学与安全 · 计算机科学 2022-03-31 Julien Piet , Jaiden Fairoze , Nicholas Weaver
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