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Existing studies on crypto wash trading often use indirect statistical methods or leaked private data, both with inherent limitations. This paper leverages public on-chain NFT data for a more direct and granular estimation. Analyzing three…

综合经济学 · 经济学 2025-03-04 Brett Hemenway Falk , Gerry Tsoukalas , Niuniu Zhang

This paper examines the effects of inherent risks in the emerging technology of non-fungible tokens and proposes an actionable set of solutions for stakeholders in this ecosystem and observers. Web3 and NFTs are a fast-growing 300 billion…

计算机与社会 · 计算机科学 2024-09-02 Yash Gupta , Jayanth Kumar , Andrew Reifers

Among the earliest projects to combine the Metaverse and non-fungible tokens (NFTs) we find Decentraland, a blockchain-based virtual world that touts itself as the first to be owned by its users. In particular, the platform's virtual…

社会与信息网络 · 计算机科学 2023-07-06 Amaury Trujillo , Clara Bacciu

In the past few years, "metaverse" and "non-fungible tokens (NFT)" have become buzzwords, and the prices of related assets have exhibited large fluctuations. Are those characteristic of a speculative bubble? In this paper, we attempt to…

计算机与社会 · 计算机科学 2025-02-13 Daisuke Kawai , Kyle Soska , Bryan Routledge , Ariel Zetlin-Jones , Nicolas Christin

In recent years the concept of metaverse has evolved in the attempt of defining richer immersive and interactive environments supporting various types of virtual experiences and interactions among users. This has led to the emergence of…

社会与信息网络 · 计算机科学 2023-09-01 Simone Casale-Brunet , Leonardo Chiariglione , Marco Mattavelli

Recommender systems have been actively studied and applied in various domains to deal with information overload. Although there are numerous studies on recommender systems for movies, music, and e-commerce, comparatively less attention has…

信息检索 · 计算机科学 2024-04-04 Minjoo Choi , Seonmi Kim , Yejin Kim , Youngbin Lee , Joohwan Hong , Yongjae Lee

Many implementations of smart contracts available in NFT marketplaces today allow the modification of NFT token attributes, without any specific mechanism to control the consistency with off-chain metadata. We believe this is a weakness in…

软件工程 · 计算机科学 2022-05-12 Denis Avrilionis , Thomas Hardjono

As CryptoPunks pioneers the innovation of non-fungible tokens (NFTs) in AI and art, the valuation mechanics of NFTs has become a trending topic. Earlier research identifies the impact of ethics and society on the price prediction of…

计算机与社会 · 计算机科学 2023-07-24 Luyao Zhang , Yutong Sun , Yutong Quan , Jiaxun Cao , Xin Tong

Blockchains are gaining momentum due to the interest of industries and people in \emph{decentralized applications} (Dapps), particularly in those for trading assets through digital certificates secured on blockchain, called tokens. As a…

With the popularity of Non-Fungible Tokens (NFTs), NFTs have become a new target of phishing attacks, posing a significant threat to the NFT trading ecosystem. There has been growing anecdotal evidence that new means of NFT phishing attacks…

密码学与安全 · 计算机科学 2024-03-29 Jingjing Yang , Jieli Liu , Jiajing Wu

As Non-Fungible Tokens (NFTs) continue to grow in popularity, NFT users have become targets of phishing attacks by cybercriminals, called \textit{NFT drainers}. Over the last year, \$100 million worth of NFTs were stolen by drainers, and…

密码学与安全 · 计算机科学 2023-11-20 Hanna Kim , Jian Cui , Eugene Jang , Chanhee Lee , Yongjae Lee , Jin-Woo Chung , Seungwon Shin

As the non-fungible token (NFT) market flourishes, price prediction emerges as a pivotal direction for investors gaining valuable insight to maximize returns. However, existing works suffer from a lack of practical definitions and…

社会与信息网络 · 计算机科学 2024-07-03 Tianfu Wang , Liwei Deng , Chao Wang , Jianxun Lian , Yue Yan , Nicholas Jing Yuan , Qi Zhang , Hui Xiong

A non-fungible token (NFT) references a data store location, typically, using a URL or another unique identifier. At the minimum, a NFT is expected to guarantee ownership and control over the tokenised asset. However, information stored on…

密码学与安全 · 计算机科学 2023-01-18 Sarad Venugopalan , Heiko Aydt

The Non-Fungible Token (NFT) is viewed as one of the important applications of blockchain technology. Although NFT has a large market scale and multiple practical standards, several limitations of the existing mechanism in NFT markets…

计算机科学与博弈论 · 计算机科学 2022-08-02 Hongyin Chen , Yukun Cheng , Xiaotie Deng , Wenhan Huang , Linxuan Rong

Non-fungible tokens (NFTs) are unique cryptographic assets representing the ownership of digital media. NFTs have soared in popularity and trading prices. However, there exists a large gap in the literature regarding NFTs, especially…

人机交互 · 计算机科学 2023-09-19 Allison Sinnott , Kyrie Zhixuan Zhou

The emergence of metaverse brings tremendous evolution to Non-Fungible Tokens (NFTs), which could certify the ownership the unique digital asset in the cyber world. The NFT market has garnered unprecedented attention from investors and…

密码学与安全 · 计算机科学 2022-08-11 Zheng Cao , Yi Zhen , Gang Fan , Sheng Gao

In this paper we investigate the correlation between NFT valuations and various features from three primary categories: public market data, NFT metadata, and social trends data.

统计金融 · 定量金融 2022-04-28 Shrey Jain , Camille Bruckmann , Chase McDougall

The NFT ecosystem represents an interconnected, decentralized environment that encompasses the creation, distribution, and trading of Non-Fungible Tokens (NFTs), where key actors, such as marketplaces, sellers, and buyers, utilize smart…

软件工程 · 计算机科学 2025-12-22 Yujing Chen , Xuanming Liu , Zhiyuan Wan , Zuobin Wang , David Lo , Difan Xie , Xiaohu Yang

This paper addresses one of the most noteworthy issues in the recent virtual asset market, the privacy concerns related to token transactions of Real-World Assets tokens, known as RWA tokens. Following the advent of Bitcoin, the virtual…

密码学与安全 · 计算机科学 2025-10-16 Jaeseong Lee , Junghee Lee

Many classical blockchains are known to have an embarrassingly low transaction throughput, down to Bitcoin's notorious seven transactions per second limit.Various proposals and implementations for increasing throughput emerged in the first…

密码学与安全 · 计算机科学 2023-03-08 Lioba Heimbach , Quentin Kniep , Yann Vonlanthen , Roger Wattenhofer