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- research-articleDecember 2024
Direct Evidence of Bitcoin Wash Trading
Management Science (MANS), Volume 70, Issue 12Pages 8875–8921https://doi.org/10.1287/mnsc.2021.01448We use the internal trading records of a major Bitcoin exchange leaked by hackers to detect and characterize wash trading—a type of market manipulation in which a single trader clears the trader’s own limit orders to “cook” transaction records. Our ...
- research-articleMarch 2024
Market Manipulation of Cryptocurrencies: Evidence from Social Media and Transaction Data
ACM Transactions on Internet Technology (TOIT), Volume 24, Issue 2Article No.: 8, Pages 1–26https://doi.org/10.1145/3643812The cryptocurrency market cap has experienced a great increase in recent years. However, large price fluctuations demonstrate the need for governance structures and identify whether there are market manipulations. In this article, we conduct three ...
- articleSeptember 2023
Further Analysis of Some Northen Asian Corporate Governance Standards After the Global Crisis: Cases in Bangladesh and Mongolia
International Journal of Asian Business and Information Management (IJABIM), Volume 14, Issue 1Pages 1–15https://doi.org/10.4018/IJABIM.330679The aim of this article is to present a set of comparative corporate governance standards in some Northern Asian countries, including Bangladesh and Mongolia. There are strengths and weaknesses in these codes or practices which will be identified in ...
- research-articleJanuary 2023
Stock market information disclosure and risk management in the perspective of data fusion——Take market manipulation identification as an example
Procedia Computer Science (PROCS), Volume 221, Issue CPages 1539–1546https://doi.org/10.1016/j.procs.2023.08.009AbstractThe stock market, one of the most important trading platforms, has been subject to many market manipulation practices since its emergence. At present, the phenomenon of market manipulation has become an obstacle that restricts the development of ...
- research-articleJuly 2023
Understanding Flash-Loan-based Wash Trading
AFT '22: Proceedings of the 4th ACM Conference on Advances in Financial TechnologiesPages 74–88https://doi.org/10.1145/3558535.3559793Flash Loan, a popular lending service in the decentralized finance (DeFi) ecosystem, allows users to borrow a large number of virtual assets without any collateral. It can be leveraged to support many financial activities (such as arbitrage, ...
- research-articleNovember 2021
Dynamic Learning and Market Making in Spread Betting Markets with Informed Bettors
How Bookies Can Outwit Sophisticated Bettors
Sports-betting markets are based entirely on predictions. A bettor has to pick a winning contestant, and a market maker―a bookie―bets on the opponent. As bookies have to take the other side of every bet, it is ...
We study the profit-maximization problem of a market maker in a spread betting market. In this market, the market maker quotes cutoff lines for the outcome of a certain future event as “prices,” and bettors bet on whether the event outcome exceeds the ...
- research-articleOctober 2021
Learning-based trading strategies in the face of market manipulation
ICAIF '20: Proceedings of the First ACM International Conference on AI in FinanceArticle No.: 25, Pages 1–8https://doi.org/10.1145/3383455.3422568We study learning-based trading strategies in markets where prices can be manipulated through spoofing: the practice of submitting spurious orders to mislead traders who use market information. To reduce the vulnerability of learning traders to such ...
- research-articleAugust 2020
CyberWolf: assessing vulnerabilities of ICT-intensive financial markets
ARES '20: Proceedings of the 15th International Conference on Availability, Reliability and SecurityArticle No.: 86, Pages 1–7https://doi.org/10.1145/3407023.3409191The volume of transactions in financial markets is impressive: e.g., every four days an amount similar to the USA GDP flows through the Forex (foreign exchange, which is only one of the several financial markets). Currently, financial markets are ICT-...
- extended-abstractJune 2019
Dynamic Learning and Market Making in Spread Betting Markets with Informed Bettors
EC '19: Proceedings of the 2019 ACM Conference on Economics and ComputationPages 397–398https://doi.org/10.1145/3328526.3329646The spread betting market is a prevalent form of prediction market. In the spread betting market, participants bet on the outcome of a certain future event. The market maker quotes cutoff lines as "prices," and bettors take sides on whether the event ...
- research-articleMay 2019
Studies on the Computational Modeling and Design of Financial Markets
AAMAS '19: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent SystemsPages 2452–2454Electronic marketplaces and the automation of trading have transformed the financial market from a human-decision ecosystem to an algorithmic one. Questions and challenges that arise from this new algorithmic ecosystem naturally lend themselves to ...
- research-articleMarch 2019
Market Manipulation as a Security Problem: Attacks and Defenses
EuroSec '19: Proceedings of the 12th European Workshop on Systems SecurityArticle No.: 1, Pages 1–6https://doi.org/10.1145/3301417.3312493Order matching systems form the backbone of modern equity exchanges, used by millions of investors daily. Thus, their operation is strictly controlled through numerous regulatory directives to ensure that markets are fair and transparent. Despite these ...
- ArticleJuly 2013
Monitoring and Surveillance Systems for Financial Markets: A Service System Perspective
CBI '13: Proceedings of the 2013 IEEE 15th Conference on Business InformaticsPages 167–172https://doi.org/10.1109/CBI.2013.32Financial markets are primarily driven by three key drivers, technologies, competition and globalization. These drivers are accompanied with challenging risks. Market authorities monitor activities in order to reduce to the barest minimum the adverse ...
- ArticleAugust 2012
Data Mining Applications for Fraud Detection in Securities Market
EISIC '12: Proceedings of the 2012 European Intelligence and Security Informatics ConferencePages 107–114https://doi.org/10.1109/EISIC.2012.51This paper presents an overview of fraud detection in securities market as well as a comprehensive literature review of data mining methods that are used to address the issue. We identify the best practices that are based on data mining methods for ...
- research-articleAugust 2012
Coupled behavior analysis for capturing coupling relationships in group-based market manipulations
KDD '12: Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data miningPages 976–984https://doi.org/10.1145/2339530.2339683In stock markets, an emerging challenge for surveillance is that a group of hidden manipulators collaborate with each other to manipulate the price movement of securities. Recently, the coupled hidden Markov model (CHMM)-based coupled behavior analysis (...
- ArticleJuly 2012
Cross-Border Challenges in Financial Markets Monitoring and Surveillance: A Case Study of Customer-Driven Service Value Networks
SRII '12: Proceedings of the 2012 Annual SRII Global ConferencePages 146–157https://doi.org/10.1109/SRII.2012.26In this paper cross border market surveillance activities are modeled as service systems which exist and interact in a service-oriented economy. Moreover, the market monitoring and surveillance activities are described as a user or customer-driven ...
- research-articleJuly 2010
Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors
KDD '10: Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data miningPages 85–94https://doi.org/10.1145/1835804.1835818In capital market surveillance, an emerging trend is that a group of hidden manipulators collaborate with each other to manipulate three trading sequences: buy-orders, sell-orders and trades, through carefully arranging their prices, volumes and time, ...