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Asset custody is a core financial service in which the custodian holds in-safekeeping assets on behalf of the client. Although traditional custody service is typically endorsed by centralized authorities, decentralized custody scheme has…

Cryptography and Security · Computer Science 2021-07-14 Zhaohua Chen , Guang Yang

Smart contracts on public blockchains now manage large amounts of value, and vulnerabilities in these systems can lead to substantial losses. As AI agents become more capable at reading, writing, and running code, it is natural to ask how…

Bitcoin relies on a peer-to-peer overlay network to broadcast transactions and blocks. From the viewpoint of network measurement, we would like to observe this topology so we can characterize its performance, fairness and robustness.…

Cryptography and Security · Computer Science 2018-12-11 Sergi Delgado-Segura , Surya Bakshi , Cristina Pérez-Solà , James Litton , Andrew Pachulski , Andrew Miller , Bobby Bhattacharjee

Blockchain-based decentralised lending is a rapidly growing and evolving alternative to traditional lending, but it poses new risks. To mitigate these risks, lending protocols have integrated automated risk management tools into their smart…

Risk Management · Quantitative Finance 2025-10-02 Erum Iftikhar , Wei Wei , John Cartlidge

Peer-to-peer trading and the move to decentralized grids have reshaped the energy markets in the United States. Notwithstanding, such developments lead to new challenges, mainly regarding the safety and authenticity of energy trade. This…

Activity-tracking applications and location-based services using short-range communication (SRC) techniques have been abruptly demanded in the COVID-19 pandemic, especially for automated contact tracing. The attention from both public and…

Cryptography and Security · Computer Science 2020-07-03 Wenzhe Lv , Sheng Wu , Chunxiao Jiang , Yuanhao Cui , Xuesong Qiu , Yan Zhang

Smart contracts---stateful executable objects hosted on blockchains like Ethereum---carry billions of dollars worth of coins and cannot be updated once deployed. We present a new systematic characterization of a class of trace…

Cryptography and Security · Computer Science 2018-03-15 Ivica Nikolic , Aashish Kolluri , Ilya Sergey , Prateek Saxena , Aquinas Hobor

In this paper, we analyze various Decentralized Finance (DeFi) protocols in terms of their token distributions. We propose an iterative mapping process that allows us to split aggregate token holdings from custodial and escrow contracts and…

General Economics · Economics 2020-12-18 Matthias Nadler , Fabian Schär

Blockchains are intended to be immutable, so an attacker who is able to delete transactions through a chain reorganization (a malicious reorg) can perform a profitable double-spend attack. We study the rate at which an attacker can execute…

Cryptography and Security · Computer Science 2020-09-14 Michael Neuder , Daniel J. Moroz , Rithvik Rao , David C. Parkes

Cryptocurrency can be understood as a digital asset transacted among participants in the crypto economy. Every cryptocurrency must have an associated Blockchain. Blockchain is a Distributed Ledger Technology (DLT) which supports…

Computers and Society · Computer Science 2024-05-20 Carlos Alberto Durigan Junior , Fernando Jose Barbin Laurindo

Distributed ledger systems (i.e., blockchains) have received a lot of attention. They promise to enable mutually untrusted participants to execute transactions while providing the immutability of the data and censorship resistance. Although…

Cryptography and Security · Computer Science 2026-01-06 Ivan Homoliak , Mario Larangeira , Martin Peresini , Pawel Szalachowski

Blockchains face inherent limitations when communicating outside their own ecosystem, largely due to the Byzantine Fault Tolerant (BFT) 3f+1 security model. Trusted Execution Environments (TEEs) are a promising mitigation because they allow…

Theoretical Economics · Economics 2025-11-06 Alex Shamis , Matt Stephenson , Linfeng Zhou

Post-hoc explainability methods are a subset of Machine Learning (ML) that aim to provide a reason for why a model behaves in a certain way. In this paper, we show a new black-box model-agnostic adversarial attack for post-hoc explainable…

Machine Learning · Computer Science 2025-11-14 Leonardo Pesce , Jiawen Wei , Gianmarco Mengaldo

Blockchain technology promises to revolutionize manufacturing industries. For example, several supply-chain use-cases may benefit from transparent asset tracking and automated processes using smart contracts. Several real-world deployments…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-11-24 Christina Müller , Marcus Brandenburger , Christian Cachin , Pascal Felber , Christian Göttel , Valerio Schiavoni

We identify a subtle security issue that impacts the design of smart contracts, because agents may themselves deploy smart contracts (side contracts). Typically, equilibria of games are analyzed in vitro, under the assumption that players…

Computer Science and Game Theory · Computer Science 2023-05-05 Daji Landis , Nikolaj I. Schwartzbach

Smart contracts are essential to decentralized finance (DeFi) and blockchain ecosystems but are increasingly vulnerable to exploits due to coding errors and complex attack vectors. Traditional static analysis tools and existing…

Cryptography and Security · Computer Science 2025-02-20 Jun Kevin , Pujianto Yugopuspito

Autonomous large language model (LLM) based systems have recently shown promising results across a range of cybersecurity tasks. However, there is no systematic study on their effectiveness in autonomously reproducing Linux kernel…

Cryptography and Security · Computer Science 2026-02-20 Juefei Pu , Xingyu Li , Zhengchuan Liang , Jonathan Cox , Yifan Wu , Kareem Shehada , Arrdya Srivastav , Zhiyun Qian

Effective risk management solutions become absolutely crucial when financial markets embrace distributed technology and decentralized financing (DeFi). This study offers a thorough survey and comparative analysis of the integration of…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-03-25 Akaash Vishal Hazarika , Mahak Shah , Swapnil Patil , Pradyumna Shukla

Many anonymous communication (AC) networks rely on routing traffic through proxy nodes to obfuscate the originator of the traffic. Without an accountability mechanism, exit proxy nodes risk sanctions by law enforcement if users commit…

Cryptography and Security · Computer Science 2013-11-14 Michael Backes , Jeremy Clark , Peter Druschel , Aniket Kate , Milivoj Simeonovski

Decentralized finance (DeFi) is an integral component of the blockchain ecosystem, enabling a range of financial activities through smart-contract-based protocols. Traditional DeFi governance typically involves manual parameter adjustments…

Risk Management · Quantitative Finance 2025-05-08 Jiahua Xu , Yebo Feng , Daniel Perez , Benjamin Livshits